Making sense of CRAN

# Making sense of CRAN
## Package and collaboration networks
### <div class="line-block">Ioannis Kosmidis 
Reader in Data Science 
<svg style="height:0.8em;top:.04em;position:relative;fill:#f7f7f7;" viewBox="0 0 496 512"><path d="M336.5 160C322 70.7 287.8 8 248 8s-74 62.7-88.5 152h177zM152 256c0 22.2 1.2 43.5 3.3 64h185.3c2.1-20.5 3.3-41.8 3.3-64s-1.2-43.5-3.3-64H155.3c-2.1 20.5-3.3 41.8-3.3 64zm324.7-96c-28.6-67.9-86.5-120.4-158-141.6 24.4 33.8 41.2 84.7 50 141.6h108zM177.2 18.4C105.8 39.6 47.8 92.1 19.3 160h108c8.7-56.9 25.5-107.8 49.9-141.6zM487.4 192H372.7c2.1 21 3.3 42.5 3.3 64s-1.2 43-3.3 64h114.6c5.5-20.5 8.6-41.8 8.6-64s-3.1-43.5-8.5-64zM120 256c0-21.5 1.2-43 3.3-64H8.6C3.2 212.5 0 233.8 0 256s3.2 43.5 8.6 64h114.6c-2-21-3.2-42.5-3.2-64zm39.5 96c14.5 89.3 48.7 152 88.5 152s74-62.7 88.5-152h-177zm159.3 141.6c71.4-21.2 129.4-73.7 158-141.6h-108c-8.8 56.9-25.6 107.8-50 141.6zM19.3 352c28.6 67.9 86.5 120.4 158 141.6-24.4-33.8-41.2-84.7-50-141.6h-108z"/></svg> ikosmidis.com  <svg style="height:0.8em;top:.04em;position:relative;fill:#f7f7f7;" viewBox="0 0 496 512"><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg> ikosmidis  <svg style="height:0.8em;top:.04em;position:relative;fill:#f7f7f7;" viewBox="0 0 512 512"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"/></svg> ikosmidis_</div>
### University of Warwick & The Alan Turing Institute
### <div class="line-block">useR! 2019 
12 July 2019</div>

---

## CRAN today, 12 July 2019

CRAN has

CRAN became

---

# Exploring CRAN

---

## Exploring CRAN

---

## CRAN package database

![](figures/r341.png)

blah blah blah

![](figures/r342.png)

blah blah blah

![](figures/r343.png)

---

## tools::CRAN_package_db

Returns a character data frame with DESCRIPTION metadata for the
current packages in CRAN

```r
p_db <- tools::CRAN_package_db()
names(p_db)
## [1] "Package" "Version" "Priority" 
## [4] "Depends" "Imports" "LinkingTo" 
## [7] "Suggests" "Enhances" "License" 
## [10] "License_is_FOSS" "License_restricts_use" "OS_type" 
## [13] "Archs" "MD5sum" "NeedsCompilation" 
## [16] "Additional_repositories" "Author" "Authors@R" 
## [19] "Biarch" "BugReports" "BuildKeepEmpty" 
## [22] "BuildManual" "BuildResaveData" "BuildVignettes" 
## [25] "Built" "ByteCompile" "Classification/ACM" 
## [28] "Classification/ACM-2012" "Classification/JEL" "Classification/MSC" 
## [31] "Classification/MSC-2010" "Collate" "Collate.unix" 
## [34] "Collate.windows" "Contact" "Copyright" 
## [37] "Date" "Description" "Encoding" 
## [40] "KeepSource" "Language" "LazyData" 
## [43] "LazyDataCompression" "LazyLoad" "MailingList" 
## [46] "Maintainer" "Note" "Packaged" 
## [49] "RdMacros" "SysDataCompression" "SystemRequirements" 
## [52] "Title" "Type" "URL" 
## [55] "VignetteBuilder" "ZipData" "Published" 
## [58] "Path" "X-CRAN-Comment" "Reverse depends" 
## [61] "Reverse imports" "Reverse linking to" "Reverse suggests" 
## [64] "Reverse enhances" "MD5sum"
```

---

## Why bother make <svg style="height:0.8em;top:.04em;position:relative;" viewBox="0 0 640 512"><path d="M53.2 41L1.7 143.8c-4.6 9.2.3 20.2 10.1 23l197.9 56.5c7.1 2 14.7-1 18.5-7.3L320 64 69.8 32.1c-6.9-.8-13.5 2.7-16.6 8.9zm585.1 102.8L586.8 41c-3.1-6.2-9.8-9.8-16.7-8.9L320 64l91.7 152.1c3.8 6.3 11.4 9.3 18.5 7.3l197.9-56.5c9.9-2.9 14.7-13.9 10.2-23.1zM425.7 256c-16.9 0-32.8-9-41.4-23.4L320 126l-64.2 106.6c-8.7 14.5-24.6 23.5-41.5 23.5-4.5 0-9-.6-13.3-1.9L64 215v178c0 14.7 10 27.5 24.2 31l216.2 54.1c10.2 2.5 20.9 2.5 31 0L551.8 424c14.2-3.6 24.2-16.4 24.2-31V215l-137 39.1c-4.3 1.3-8.8 1.9-13.3 1.9z"/></svg> [cranly](https:/cran.r-project.org/package=cranly)?

### Scientific reasons

CRAN is a network, not only physically but also mathematically

Tools for discovering and understanding interconnections in CRAN

Research on modelling of software networks

### Less altruistic reasons

Keep track of who/what/why links to my R packages

Do what is at <svg style="height:0.8em;top:.04em;position:relative;" viewBox="0 0 496 512"><path d="M336.5 160C322 70.7 287.8 8 248 8s-74 62.7-88.5 152h177zM152 256c0 22.2 1.2 43.5 3.3 64h185.3c2.1-20.5 3.3-41.8 3.3-64s-1.2-43.5-3.3-64H155.3c-2.1 20.5-3.3 41.8-3.3 64zm324.7-96c-28.6-67.9-86.5-120.4-158-141.6 24.4 33.8 41.2 84.7 50 141.6h108zM177.2 18.4C105.8 39.6 47.8 92.1 19.3 160h108c8.7-56.9 25.5-107.8 49.9-141.6zM487.4 192H372.7c2.1 21 3.3 42.5 3.3 64s-1.2 43-3.3 64h114.6c5.5-20.5 8.6-41.8 8.6-64s-3.1-43.5-8.5-64zM120 256c0-21.5 1.2-43 3.3-64H8.6C3.2 212.5 0 233.8 0 256s3.2 43.5 8.6 64h114.6c-2-21-3.2-42.5-3.2-64zm39.5 96c14.5 89.3 48.7 152 88.5 152s74-62.7 88.5-152h-177zm159.3 141.6c71.4-21.2 129.4-73.7 158-141.6h-108c-8.8 56.9-25.6 107.8-50 141.6zM19.3 352c28.6 67.9 86.5 120.4 158 141.6-24.4-33.8-41.2-84.7-50-141.6h-108z"/></svg> [ikosmidis.com/software](http://ikosmidis.com/software)

Simplify finding referees for my editorial work (seriously!)

---

# cranly <svg style="height:0.8em;top:.04em;position:relative;fill:#f7f7f7;" viewBox="0 0 640 512"><path d="M53.2 41L1.7 143.8c-4.6 9.2.3 20.2 10.1 23l197.9 56.5c7.1 2 14.7-1 18.5-7.3L320 64 69.8 32.1c-6.9-.8-13.5 2.7-16.6 8.9zm585.1 102.8L586.8 41c-3.1-6.2-9.8-9.8-16.7-8.9L320 64l91.7 152.1c3.8 6.3 11.4 9.3 18.5 7.3l197.9-56.5c9.9-2.9 14.7-13.9 10.2-23.1zM425.7 256c-16.9 0-32.8-9-41.4-23.4L320 126l-64.2 106.6c-8.7 14.5-24.6 23.5-41.5 23.5-4.5 0-9-.6-13.3-1.9L64 215v178c0 14.7 10 27.5 24.2 31l216.2 54.1c10.2 2.5 20.9 2.5 31 0L551.8 424c14.2-3.6 24.2-16.4 24.2-31V215l-137 39.1c-4.3 1.3-8.8 1.9-13.3 1.9z"/></svg>

---

## cranly <svg style="height:0.8em;top:.04em;position:relative;" viewBox="0 0 640 512"><path d="M53.2 41L1.7 143.8c-4.6 9.2.3 20.2 10.1 23l197.9 56.5c7.1 2 14.7-1 18.5-7.3L320 64 69.8 32.1c-6.9-.8-13.5 2.7-16.6 8.9zm585.1 102.8L586.8 41c-3.1-6.2-9.8-9.8-16.7-8.9L320 64l91.7 152.1c3.8 6.3 11.4 9.3 18.5 7.3l197.9-56.5c9.9-2.9 14.7-13.9 10.2-23.1zM425.7 256c-16.9 0-32.8-9-41.4-23.4L320 126l-64.2 106.6c-8.7 14.5-24.6 23.5-41.5 23.5-4.5 0-9-.6-13.3-1.9L64 215v178c0 14.7 10 27.5 24.2 31l216.2 54.1c10.2 2.5 20.9 2.5 31 0L551.8 424c14.2-3.6 24.2-16.4 24.2-31V215l-137 39.1c-4.3 1.3-8.8 1.9-13.3 1.9z"/></svg>

<table>
<tbody>
 <tr>
 <td style="text-align:left;"> clean_CRAN_db </td>
 <td style="text-align:left;"> clean up the CRAN package database </td>
 </tr>
 <tr>
 <td style="text-align:left;"> build_network </td>
 <td style="text-align:left;"> build networks out of it </td>
 </tr>
 <tr>
 <td style="text-align:left;"> build_dependence_tree </td>
 <td style="text-align:left;"> build package dependence trees </td>
 </tr>
 <tr>
 <td style="text-align:left;"> subset </td>
 <td style="text-align:left;"> subset cranly networks </td>
 </tr>
 <tr>
 <td style="text-align:left;"> summary </td>
 <td style="text-align:left;"> summarize cranly networks </td>
 </tr>
 <tr>
 <td style="text-align:left;"> plot </td>
 <td style="text-align:left;"> visualize cranly networks or summaries of those </td>
 </tr>
 <tr>
 <td style="text-align:left;"> </td>
 <td style="text-align:left;"> various extractor functions </td>
 </tr>
</tbody>
</table>

---

## The DESCRIPTION file

```r
(lubridate_desc <- packageDescription("lubridate"))
## Package: lubridate
## Type: Package
## Version: 1.7.4
## Title: Make Dealing with Dates a Little Easier
## Description: Functions to work with date-times and time-spans: fast and user friendly parsing of date-time data, extraction and updating of
## components of a date-time (years, months, days, hours, minutes, and seconds), algebraic manipulation on date-time and time-span
## objects. The 'lubridate' package has a consistent and memorable syntax that makes working with dates easy and fun. Parts of
## the 'CCTZ' source code, released under the Apache 2.0 License, are included in this package. See
## <https://github.com/google/cctz> for more details.
## Authors@R: c( person("Vitalie", "Spinu", email = "spinuvit@gmail.com", role = c("aut","cre")), person("Garrett", "Grolemund", role = "aut"),
## person("Hadley", "Wickham", role = "aut"), person("Ian", "Lyttle", role="ctb"), person("Imanuel", "Constigan", role = "ctb"),
## person("Jason", "Law", role="ctb"), person("Doug","Mitarotonda", role="ctb"), person("Joseph", "Larmarange", role="ctb"),
## person("Jonathan", "Boiser", role="ctb"), person("Chel Hee", "Lee", role = "ctb") )
## Maintainer: Vitalie Spinu <spinuvit@gmail.com>
## License: GPL (>= 2)
## Depends: methods, R (>= 3.0.0)
## Imports: stringr, Rcpp (>= 0.12.13),
## LinkingTo: Rcpp,
## Suggests: testthat, knitr, covr
## Enhances: chron, fts, timeSeries, timeDate, tis, tseries, xts, zoo
## SystemRequirements: A system with zoneinfo data (e.g. /usr/share/zoneinfo) as well as a recent-enough C++11 compiler (such as g++-4.8 or
## later). On Windows the zoneinfo included with R is used.
## VignetteBuilder: knitr
## LazyData: true
## Collate: 'Dates.r' 'POSIXt.r' 'RcppExports.R' 'util.r' 'parse.r' 'timespans.r' 'intervals.r' 'difftimes.r' 'durations.r' 'periods.r' .....
## RoxygenNote: 6.0.1
## URL: http://lubridate.tidyverse.org, https://github.com/tidyverse/lubridate
## BugReports: https://github.com/tidyverse/lubridate/issues
## NeedsCompilation: yes
## Packaged: 2018-04-10 15:18:02 UTC; vspinu
## Author: Vitalie Spinu [aut, cre], Garrett Grolemund [aut], Hadley Wickham [aut], Ian Lyttle [ctb], Imanuel Constigan [ctb], Jason Law [ctb],
## Doug Mitarotonda [ctb], Joseph Larmarange [ctb], Jonathan Boiser [ctb], Chel Hee Lee [ctb]
## Repository: CRAN
## Date/Publication: 2018-04-11 10:08:43 UTC
## Built: R 3.6.0; x86_64-apple-darwin15.6.0; 2019-04-26 22:29:01 UTC; unix
## 
## -- File: /Library/Frameworks/R.framework/Versions/3.6/Resources/library/lubridate/Meta/package.rds
```
]

```r
options(width = wdt)
```

---

## Package directives network
.pull-left[
Package directives 
.tiny[

```r
lubridate_desc[c("Suggests", "Imports", "Depends", "Enhances", 
                 "LinkingTo")]
## $Suggests
## [1] "testthat, knitr, covr"
## 
## $Imports
## [1] "stringr, Rcpp (>= 0.12.13),"
## 
## $Depends
## [1] "methods, R (>= 3.0.0)"
## 
## $Enhances
## [1] "chron, fts, timeSeries, timeDate, tis, tseries, xts, zoo"
## 
## $LinkingTo
## [1] "Rcpp,"
```
]

link packages to each other

define a **package directives network**
]

---

## Author collaboration network

Author field specifies a group of collaborators

```r
library("magrittr")
lubridate_desc$Author %>% strwrap(70)
## [1] "Vitalie Spinu [aut, cre], Garrett Grolemund [aut], Hadley Wickham" 
## [2] "[aut], Ian Lyttle [ctb], Imanuel Constigan [ctb], Jason Law [ctb],"
## [3] "Doug Mitarotonda [ctb], Joseph Larmarange [ctb], Jonathan Boiser"  
## [4] "[ctb], Chel Hee Lee [ctb]"
```

Author fields from all DESCRIPTION files define the **CRAN collaboration network**

---

# Cleaning up the CRAN package database

---

## Regex, Regex, Regex

Need a systematic way of extracting package and author names from DESCRIPTION

```r
p_db$Author[grep("guidance", p_db$Author)][1] %>% strwrap(70)
##  [1] "Ravi Varadhan [aut, cph, trl], Paul Gilbert [aut, cre], Marcos Raydan"
##  [2] "[ctb] (with co-authors, wrote original algorithms in fortran. These"  
##  [3] "provided some guidance for implementing R code in the BB package.),"  
##  [4] "JM Martinez [ctb] (with co-authors, wrote original algorithms in"     
##  [5] "fortran. These provided some guidance for implementing R code in the" 
##  [6] "BB package.), EG Birgin [ctb] (with co-authors, wrote original"       
##  [7] "algorithms in fortran.  These provided some guidance for implementing"
##  [8] "R code in the BB package.), W LaCruz [ctb] (with co-authors, wrote"   
##  [9] "original algorithms in fortran.  These provided some guidance for"    
## [10] "implementing R code in the BB package.)"
```

```r
p_db$Author[grep("Queen", p_db$Author)][1] %>% strwrap(70)
## [1] "Alex M Chubaty [aut, cre], Her Majesty the Queen in Right of Canada,"
## [2] "as represented by the Minister of Natural Resources Canada [cph]"
```

`cranly::clean_up_directives`               
`cranly::clean_up_author`

---

## clean_up_author

```r
library("cranly")
p_db$Author[grep("guidance", p_db$Author)][1]
## [1] "Ravi Varadhan [aut, cph, trl],\n  Paul Gilbert [aut, cre],\n  Marcos Raydan [ctb] (with co-authors, wrote original algorithms in\n    fortran. These provided some guidance for implementing R code in\n    the BB package.),\n  JM Martinez [ctb] (with co-authors, wrote original algorithms in\n    fortran. These provided some guidance for implementing R code in\n    the BB package.),\n  EG Birgin [ctb] (with co-authors, wrote original algorithms in fortran.\n    These provided some guidance for implementing R code in the BB\n    package.),\n  W LaCruz [ctb] (with co-authors, wrote original algorithms in fortran.\n    These provided some guidance for implementing R code in the BB\n    package.)"

p_db$Author[grep("guidance", p_db$Author)][1] %>% clean_up_author()
## [[1]]
## [1] "Ravi Varadhan" "Paul Gilbert"  "Marcos Raydan" "JM Martinez"  
## [5] "EG Birgin"     "W LaCruz"
```

```r
p_db$Author[grep("Queen", p_db$Author)][1]
## [1] "Alex M Chubaty [aut, cre],\n  Her Majesty the Queen in Right of Canada, as represented by the\n    Minister of Natural Resources Canada [cph]"

p_db$Author[grep("Queen", p_db$Author)][1] %>% clean_up_author()
## [[1]]
## [1] "Alex M Chubaty"
```

---

## clean_up_directives

```r
packageDescription("tidyverse")$Imports
## [1] "broom (>= 0.4.2), cli (>= 1.0.0), crayon (>= 1.3.4), dplyr (>=\n0.7.4), dbplyr (>= 1.1.0), forcats (>= 0.2.0), ggplot2 (>=\n2.2.1), haven (>= 1.1.0), hms (>= 0.3), httr (>= 1.3.1),\njsonlite (>= 1.5), lubridate (>= 1.7.1), magrittr (>= 1.5),\nmodelr (>= 0.1.1), purrr (>= 0.2.4), readr (>= 1.1.1), readxl\n(>= 1.0.0), reprex (>= 0.1.1), rlang (>= 0.1.4), rstudioapi (>=\n0.7), rvest (>= 0.3.2), stringr (>= 1.2.0), tibble (>= 1.3.4),\ntidyr (>= 0.7.2), xml2 (>= 1.1.1)"

packageDescription("tidyverse")$Imports %>% clean_up_directives()
## [[1]]
##  [1] "broom"      "cli"        "crayon"     "dplyr"      "dbplyr"    
##  [6] "forcats"    "ggplot2"    "haven"      "hms"        "httr"      
## [11] "jsonlite"   "lubridate"  "magrittr"   "modelr"     "purrr"     
## [16] "readr"      "readxl"     "reprex"     "rlang"      "rstudioapi"
## [21] "rvest"      "stringr"    "tibble"     "tidyr"      "xml2"
```

---

## A clean CRAN package database

```r
cran_db <- clean_CRAN_db(p_db)
```

```r
class(cran_db)
## [1] "cranly_db"  "data.frame"
```

```r
cran_db[cran_db$package == "lubridate", "imports"]
## [[1]]
## [1] "stringr" "Rcpp"

cran_db[cran_db$package == "lubridate", "author"]
## [[1]]
##  [1] "Vitalie Spinu"     "Garrett Grolemund" "Hadley Wickham"   
##  [4] "Ian Lyttle"        "Imanuel Constigan" "Jason Law"        
##  [7] "Doug Mitarotonda"  "Joseph Larmarange" "Jonathan Boiser"  
## [10] "Chel Hee Lee"
```

---

# cranly networks

---

## build_network

`build_network` organises the information in `cranly_db` objects in networks

Supports two network perspectives under the same interface: author and package

<table>
 <thead>
 <tr>
 <th style="text-align:left;"> network </th>
 <th style="text-align:left;"> perspective </th>
 <th style="text-align:left;"> nodes </th>
 <th style="text-align:left;"> edge formation </th>
 </tr>
 </thead>
<tbody>
 <tr>
 <td style="text-align:left;"> author collaboration network </td>
 <td style="text-align:left;"> author </td>
 <td style="text-align:left;"> authors </td>
 <td style="text-align:left;"> same author field </td>
 </tr>
 <tr>
 <td style="text-align:left;"> package directives network </td>
 <td style="text-align:left;"> package </td>
 <td style="text-align:left;"> packages </td>
 <td style="text-align:left;"> from directives fields </td>
 </tr>
</tbody>
</table>

---

## build_network

```r
pkg_net <- build_network(cran_db, perspective = "package")
aut_net <- build_network(cran_db, perspective = "author")
```

```r
str(pkg_net, 1)
## List of 2
##  $ edges:'data.frame':	94429 obs. of  3 variables:
##  $ nodes:'data.frame':	15017 obs. of  65 variables:
##  - attr(*, "class")= chr [1:2] "cranly_network" "list"
##  - attr(*, "timestamp")= POSIXct[1:1], format: "2019-07-12 13:30:37"
##  - attr(*, "perspective")= chr "package"

str(aut_net, 1)
## List of 2
##  $ edges:'data.frame':	106308 obs. of  10 variables:
##  $ nodes:'data.frame':	20395 obs. of  2 variables:
##  - attr(*, "class")= chr [1:2] "cranly_network" "list"
##  - attr(*, "timestamp")= POSIXct[1:1], format: "2019-07-12 13:30:37"
##  - attr(*, "perspective")= chr "author"
```

---

## Interrogating cranly_network objects

```r
pkg_net %>% author_of("data.table")
##  [1] "Matt Dowle"          "Arun Srinivasan"     "Jan Gorecki"        
##  [4] "Michael Chirico"     "Pasha Stetsenko"     "Tom Short"          
##  [7] "Steve Lianoglou"     "Eduard Antonyan"     "Markus Bonsch"      
## [10] "Hugh Parsonage"      "Scott Ritchie"       "Kun Ren"            
## [13] "Xianying Tan"        "Rick Saporta"        "Otto Seiskari"      
## [16] "Xianghui Dong"       "Michel Lang"         "Watal Iwasaki"      
## [19] "Seth Wenchel"        "Karl Broman"         "Tobias Schmidt"     
## [22] "David Arenburg"      "Ethan Smith"         "Francois Cocquemas" 
## [25] "Matthieu Gomez"      "Philippe Chataignon" "Declan Groves"      
## [28] "Daniel Possenriede"  "Felipe Parages"      "Denes Toth"         
## [31] "Mus Yaramaz-David"   "Ayappan Perumal"     "James Sams"         
## [34] "Martin Morgan"       "Michael Quinn"       "@javrucebo"         
## [37] "@marc-outins"

pkg_net %>% version_of("dplyr")
## [1] "0.8.3" "0.3.2" "0.1.0" "0.1.4" "0.3.0"

pkg_net %>% package_with("trackeR")
## [1] "BayesianAnimalTracker" "NutrienTrackeR"        "trackeR"              
## [4] "trackeRapp"
```

---

```r
aut_net %>% author_with("Ioannis")
## [1] "Ioannis Kosmidis"       "Ioannis N Athanasiadis"
## [3] "Ioannis Tsamardinos"

pkg_net %>% maintainer_of("colorspace")
## [1] "Achim Zeileis"

pkg_net %>% package_by("Kosmidis")
##  [1] "betareg"      "brglm"        "brglm2"       "cranly"      
##  [5] "enrichwith"   "PlackettLuce" "profileModel" "semnar"      
##  [9] "trackeR"      "trackeRapp"

pkg_net %>% title_of("semnar")
## [1] "Constructing and Interacting with Databases of Presentations"

pkg_net %>% email_with("warwick.ac.uk")
##  [1] "nick.parsons@warwick.ac.uk"     "E.Kaye.1@warwick.ac.uk"        
##  [3] "ioannis.kosmidis@warwick.ac.uk" "s.virtanen@warwick.ac.uk"      
##  [5] "s.tavakoli@warwick.ac.uk"       "d.selby@warwick.ac.uk"         
##  [7] "s.e.f.spencer@warwick.ac.uk"    "Nicole.Schwitter@warwick.ac.uk"
##  [9] "D.Vats@warwick.ac.uk"           "a.dickerson@warwick.ac.uk"     
## [11] "d.firth@warwick.ac.uk"          "y.weldeselassie@warwick.ac.uk"
```

---

## Distribution of release dates of CRAN packages

```r
pkg_net %>% 
  release_date_of(Inf) %>% 
  hist(breaks = 50, main = "", freq = TRUE, xlab = "date")
```

![](cranly_useR2019_kosmidis_files/figure-html/unnamed-chunk-26-1.png)

---

# Visualising cranly networks

---

## Visualising package directives networks

```r
plot(pkg_net, author = "Ioannis Kosmidis", legend = FALSE, title = FALSE, width = "100%")
```

<div id="htmlwidget-af83dcb44f882433ab1a" style="width:100%;height:504px;" class="visNetwork html-widget"></div>
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href=https://CRAN.R-project.org/package=agridat>agridat<\/a> (1.16) Maintainer: Kevin Wright imports/imported by:0/0 depends/is dependency of:0/0 suggests/suggested by:46/2 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/agridat?color=969696>","<a href=https://CRAN.R-project.org/package=AICcmodavg>AICcmodavg<\/a> (2.2-2) Maintainer: Marc J Mazerolle imports/imported by:12/5 depends/is dependency of:0/0 suggests/suggested by:15/5 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/AICcmodavg?color=969696>","<a href=https://CRAN.R-project.org/package=analogue>analogue<\/a> (0.17-3) Maintainer: Gavin L Simpson imports/imported by:8/2 depends/is dependency of:1/1 suggests/suggested by:1/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/analogue?color=969696>","<a href=https://CRAN.R-project.org/package=betaboost>betaboost<\/a> (1.0.1) Maintainer: Andreas Mayr imports/imported by:0/0 depends/is dependency of:2/0 suggests/suggested by:4/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/betaboost?color=969696>","<a href=https://CRAN.R-project.org/package=betareg>betareg<\/a> (3.1-2) Maintainer: Achim Zeileis imports/imported by:9/6 depends/is dependency of:0/3 suggests/suggested by:4/11 enhances/enhaced by:0/5 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/betareg?color=969696>","<a href=https://CRAN.R-project.org/package=biasbetareg>biasbetareg<\/a> (1.0) Maintainer: Luana Cecilia Meireles imports/imported by:0/0 depends/is dependency of:1/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/biasbetareg?color=969696>","<a href=https://CRAN.R-project.org/package=BiocStyle>BiocStyle<\/a> (NA) Maintainer: NA imports/imported by:0/0 depends/is dependency of:0/0 suggests/suggested by:0/10 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/BiocStyle?color=969696>","<a href=https://CRAN.R-project.org/package=BradleyTerry2>BradleyTerry2<\/a> (1.1-0) Maintainer: Heather Turner imports/imported by:5/0 depends/is dependency of:0/0 suggests/suggested by:1/7 enhances/enhaced by:1/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/BradleyTerry2?color=969696>","<a href=https://CRAN.R-project.org/package=BradleyTerryScalable>BradleyTerryScalable<\/a> (0.1.0) Maintainer: Ella Kaye imports/imported by:6/0 depends/is dependency of:0/0 suggests/suggested by:5/1 enhances/enhaced by:0/0 linkingto/linked by:2/0 <img src=https://cranlogs.r-pkg.org/badges/BradleyTerryScalable?color=969696>","<a href=https://CRAN.R-project.org/package=brglm>brglm<\/a> (0.6.2) Maintainer: Ioannis Kosmidis imports/imported by:0/4 depends/is dependency of:1/1 suggests/suggested by:1/4 enhances/enhaced by:0/3 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/brglm?color=969696>","<a href=https://CRAN.R-project.org/package=brglm2>brglm2<\/a> (0.5.1) Maintainer: Ioannis Kosmidis imports/imported by:8/1 depends/is dependency of:0/0 suggests/suggested by:4/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/brglm2?color=969696>","<a href=https://CRAN.R-project.org/package=brlrmr>brlrmr<\/a> (0.1.5) Maintainer: Arnab Maity imports/imported by:6/0 depends/is dependency of:0/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/brlrmr?color=969696>","<a href=https://CRAN.R-project.org/package=broom>broom<\/a> (0.5.2) Maintainer: Alex Hayes imports/imported by:10/70 depends/is dependency of:0/2 suggests/suggested by:70/43 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/broom?color=969696>","<a href=https://CRAN.R-project.org/package=car>car<\/a> (3.0-3) Maintainer: John Fox imports/imported by:14/103 depends/is dependency of:1/42 suggests/suggested by:12/80 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/car?color=969696>","<a href=https://CRAN.R-project.org/package=changepoint>changepoint<\/a> (2.2.2) Maintainer: Rebecca Killick imports/imported by:0/12 depends/is dependency of:3/3 suggests/suggested by:1/4 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/changepoint?color=969696>","<a href=https://CRAN.R-project.org/package=colorspace>colorspace<\/a> (1.4-1) Maintainer: Achim Zeileis imports/imported by:3/79 depends/is dependency of:1/15 suggests/suggested by:23/42 enhances/enhaced by:0/2 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/colorspace?color=969696>","<a href=https://CRAN.R-project.org/package=countrycode>countrycode<\/a> (1.1.0) Maintainer: Vincent Arel-Bundock imports/imported by:0/11 depends/is dependency of:0/0 suggests/suggested by:1/4 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/countrycode?color=969696>","<a href=https://CRAN.R-project.org/package=covr>covr<\/a> (3.2.1) Maintainer: Jim Hester imports/imported by:8/4 depends/is dependency of:1/0 suggests/suggested by:11/893 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/covr?color=969696>","<a href=https://CRAN.R-project.org/package=cranly>cranly<\/a> (0.3) Maintainer: Ioannis Kosmidis imports/imported by:7/0 depends/is dependency of:0/0 suggests/suggested by:2/1 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/cranly?color=969696>","<a href=https://CRAN.R-project.org/package=DeclareDesign>DeclareDesign<\/a> (0.18.0) Maintainer: Graeme Blair imports/imported by:2/0 depends/is dependency of:3/1 suggests/suggested by:19/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/DeclareDesign?color=969696>","<a href=https://CRAN.R-project.org/package=DT>DT<\/a> (0.7) Maintainer: Yihui Xie imports/imported by:5/98 depends/is dependency of:0/1 suggests/suggested by:4/52 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/DT?color=969696>","<a href=https://CRAN.R-project.org/package=earlygating>earlygating<\/a> (1.0) Maintainer: Elias Laurin Meyer imports/imported by:4/0 depends/is dependency of:0/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/earlygating?color=969696>","<a href=https://CRAN.R-project.org/package=effects>effects<\/a> (4.1-1) Maintainer: John Fox imports/imported by:11/2 depends/is dependency of:1/3 suggests/suggested by:11/14 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/effects?color=969696>","<a href=https://CRAN.R-project.org/package=enrichwith>enrichwith<\/a> (0.2) Maintainer: Ioannis Kosmidis imports/imported by:0/1 depends/is dependency of:0/1 suggests/suggested by:6/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/enrichwith?color=969696>","<a href=https://CRAN.R-project.org/package=fda>fda<\/a> (2.4.8) Maintainer: J O Ramsay imports/imported by:0/17 depends/is dependency of:3/30 suggests/suggested by:6/9 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/fda?color=969696>","<a href=https://CRAN.R-project.org/package=flexmix>flexmix<\/a> (2.3-15) Maintainer: Bettina Gruen imports/imported by:9/7 depends/is dependency of:1/2 suggests/suggested by:15/8 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/flexmix?color=969696>","<a href=https://CRAN.R-project.org/package=foreach>foreach<\/a> (1.4.4) Maintainer: Rich Calaway imports/imported by:3/401 depends/is dependency of:0/89 suggests/suggested by:1/68 enhances/enhaced by:4/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/foreach?color=969696>","<a href=https://CRAN.R-project.org/package=Formula>Formula<\/a> (1.2-3) Maintainer: Achim Zeileis imports/imported by:0/100 depends/is dependency of:1/34 suggests/suggested by:0/11 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/Formula?color=969696>","<a href=https://CRAN.R-project.org/package=gcmr>gcmr<\/a> (1.0.1) Maintainer: Cristiano Varin imports/imported by:12/0 depends/is dependency of:0/0 suggests/suggested by:0/1 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/gcmr?color=969696>","<a href=https://CRAN.R-project.org/package=ggeffects>ggeffects<\/a> (0.11.0) Maintainer: Daniel Lüdecke imports/imported by:9/1 depends/is dependency of:3/0 suggests/suggested by:38/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/ggeffects?color=969696>","<a href=https://CRAN.R-project.org/package=ggmap>ggmap<\/a> (3.0.0) Maintainer: David Kahle imports/imported by:17/23 depends/is dependency of:1/2 suggests/suggested by:3/20 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/ggmap?color=969696>","<a href=https://CRAN.R-project.org/package=ggplot2>ggplot2<\/a> (3.2.0) Maintainer: Hadley Wickham imports/imported by:14/1360 depends/is dependency of:0/309 suggests/suggested by:22/637 enhances/enhaced by:1/2 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/ggplot2?color=969696>","<a href=https://CRAN.R-project.org/package=ggridges>ggridges<\/a> (0.5.1) Maintainer: Claus O Wilke imports/imported by:5/16 depends/is dependency of:0/1 suggests/suggested by:11/7 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/ggridges?color=969696>","<a href=https://CRAN.R-project.org/package=glmvsd>glmvsd<\/a> (1.4) Maintainer: Yi Yang imports/imported by:0/0 depends/is dependency of:6/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/glmvsd?color=969696>","<a href=https://CRAN.R-project.org/package=gnm>gnm<\/a> (1.1-0) Maintainer: Heather Turner imports/imported by:10/4 depends/is dependency of:0/6 suggests/suggested by:1/4 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/gnm?color=969696>","<a href=https://CRAN.R-project.org/package=graphics>graphics<\/a> (NA) Maintainer: NA imports/imported by:0/1558 depends/is dependency of:0/309 suggests/suggested by:0/48 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/graphics?color=969696>","<a href=https://CRAN.R-project.org/package=grDevices>grDevices<\/a> (NA) Maintainer: NA imports/imported by:0/995 depends/is dependency of:0/142 suggests/suggested by:0/37 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/grDevices?color=969696>","<a href=https://CRAN.R-project.org/package=gridExtra>gridExtra<\/a> (2.3) Maintainer: Baptiste Auguie imports/imported by:5/252 depends/is dependency of:0/24 suggests/suggested by:5/115 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/gridExtra?color=969696>","<a href=https://CRAN.R-project.org/package=gtable>gtable<\/a> (0.3.0) Maintainer: Hadley Wickham imports/imported by:1/50 depends/is dependency of:0/1 suggests/suggested by:6/7 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/gtable?color=969696>","<a href=https://CRAN.R-project.org/package=hyper2>hyper2<\/a> (1.0-7) Maintainer: Robin K S Hankin imports/imported by:2/0 depends/is dependency of:3/0 suggests/suggested by:1/1 enhances/enhaced by:0/0 linkingto/linked by:1/0 <img src=https://cranlogs.r-pkg.org/badges/hyper2?color=969696>","<a href=https://CRAN.R-project.org/package=igraph>igraph<\/a> (1.2.4.1) Maintainer: Gábor Csárdi imports/imported by:7/330 depends/is dependency of:1/113 suggests/suggested by:9/88 enhances/enhaced by:0/2 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/igraph?color=969696>","<a href=https://CRAN.R-project.org/package=insight>insight<\/a> (0.4.0) Maintainer: Daniel Lüdecke imports/imported by:0/8 depends/is dependency of:2/0 suggests/suggested by:56/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/insight?color=969696>","<a href=https://CRAN.R-project.org/package=jsonlite>jsonlite<\/a> (1.6) Maintainer: Jeroen Ooms imports/imported by:0/649 depends/is dependency of:1/19 suggests/suggested by:7/67 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/jsonlite?color=969696>","<a href=https://CRAN.R-project.org/package=kableExtra>kableExtra<\/a> (1.1.0) Maintainer: Hao Zhu imports/imported by:17/16 depends/is dependency of:0/0 suggests/suggested by:4/43 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/kableExtra?color=969696>","<a href=https://CRAN.R-project.org/package=knitr>knitr<\/a> (1.23) Maintainer: Yihui Xie imports/imported by:8/191 depends/is dependency of:0/14 suggests/suggested by:22/3931 enhances/enhaced by:0/7 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/knitr?color=969696>","<a href=https://CRAN.R-project.org/package=lattice>lattice<\/a> (0.20-38) Maintainer: Deepayan Sarkar imports/imported by:5/231 depends/is dependency of:0/169 suggests/suggested by:3/220 enhances/enhaced by:1/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/lattice?color=969696>","<a href=https://CRAN.R-project.org/package=lbfgs>lbfgs<\/a> (1.2.1) Maintainer: Antonio Coppola imports/imported by:1/3 depends/is dependency of:0/0 suggests/suggested by:0/5 enhances/enhaced by:0/0 linkingto/linked by:1/0 <img src=https://cranlogs.r-pkg.org/badges/lbfgs?color=969696>","<a href=https://CRAN.R-project.org/package=leaflet>leaflet<\/a> (2.0.2) Maintainer: Joe Cheng imports/imported by:14/44 depends/is dependency of:0/4 suggests/suggested by:11/38 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/leaflet?color=969696>","<a href=https://CRAN.R-project.org/package=lmtest>lmtest<\/a> (0.9-37) Maintainer: Achim Zeileis imports/imported by:1/54 depends/is dependency of:2/16 suggests/suggested by:7/28 enhances/enhaced by:0/2 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/lmtest?color=969696>","<a href=https://CRAN.R-project.org/package=lpSolveAPI>lpSolveAPI<\/a> (5.5.2.0-17.1) Maintainer: ORPHANED imports/imported by:0/11 depends/is dependency of:0/11 suggests/suggested by:0/4 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/lpSolveAPI?color=969696>","<a href=https://CRAN.R-project.org/package=lubridate>lubridate<\/a> (1.7.4) Maintainer: Vitalie Spinu imports/imported by:2/273 depends/is dependency of:1/15 suggests/suggested by:3/57 enhances/enhaced by:8/0 linkingto/linked by:1/0 <img src=https://cranlogs.r-pkg.org/badges/lubridate?color=969696>","<a href=https://CRAN.R-project.org/package=magrittr>magrittr<\/a> (1.5) Maintainer: Stefan Milton Bache imports/imported by:0/778 depends/is dependency of:0/29 suggests/suggested by:2/134 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/magrittr?color=969696>","<a href=https://CRAN.R-project.org/package=mapdeck>mapdeck<\/a> (0.2.1) Maintainer: David Cooley imports/imported by:9/1 depends/is dependency of:0/0 suggests/suggested by:7/0 enhances/enhaced by:0/0 linkingto/linked by:7/0 <img src=https://cranlogs.r-pkg.org/badges/mapdeck?color=969696>","<a href=https://CRAN.R-project.org/package=MarginalMediation>MarginalMediation<\/a> (0.7.0) Maintainer: Tyson S Barrett imports/imported by:11/0 depends/is dependency of:0/0 suggests/suggested by:4/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/MarginalMediation?color=969696>","<a href=https://CRAN.R-project.org/package=margins>margins<\/a> (0.3.23) Maintainer: Thomas J Leeper imports/imported by:7/1 depends/is dependency of:0/0 suggests/suggested by:9/3 enhances/enhaced by:5/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/margins?color=969696>","<a href=https://CRAN.R-project.org/package=MASS>MASS<\/a> (7.3-51.4) Maintainer: Brian Ripley imports/imported by:1/958 depends/is dependency of:4/435 suggests/suggested by:4/458 enhances/enhaced by:0/5 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/MASS?color=969696>","<a href=https://CRAN.R-project.org/package=Matrix>Matrix<\/a> (1.2-17) Maintainer: Martin Maechler imports/imported by:6/555 depends/is dependency of:0/262 suggests/suggested by:2/91 enhances/enhaced by:4/8 linkingto/linked by:0/8 <img src=https://cranlogs.r-pkg.org/badges/Matrix?color=969696>","<a href=https://CRAN.R-project.org/package=Matrix.utils>Matrix.utils<\/a> (0.9.7) Maintainer: Craig Varrichio imports/imported by:3/3 depends/is dependency of:1/0 suggests/suggested by:1/2 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/Matrix.utils?color=969696>","<a href=https://CRAN.R-project.org/package=mbrglm>mbrglm<\/a> (0.0.1) Maintainer: Euloge C Kenne Pagui imports/imported by:0/0 depends/is dependency of:2/0 suggests/suggested by:1/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/mbrglm?color=969696>","<a href=https://CRAN.R-project.org/package=methods>methods<\/a> (NA) Maintainer: NA imports/imported by:0/1914 depends/is dependency of:0/791 suggests/suggested by:0/43 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/methods?color=969696>","<a href=https://CRAN.R-project.org/package=mfx>mfx<\/a> (1.2-2) Maintainer: Alan Fernihough imports/imported by:0/0 depends/is dependency of:5/0 suggests/suggested by:0/2 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/mfx?color=969696>","<a href=https://CRAN.R-project.org/package=mgcv>mgcv<\/a> (1.8-28) Maintainer: Simon Wood imports/imported by:6/137 depends/is dependency of:1/51 suggests/suggested by:3/69 enhances/enhaced by:0/3 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/mgcv?color=969696>","<a href=https://CRAN.R-project.org/package=mi>mi<\/a> (1.0) Maintainer: Ben Goodrich imports/imported by:1/3 depends/is dependency of:3/0 suggests/suggested by:10/1 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/mi?color=969696>","<a href=https://CRAN.R-project.org/package=MixedPsy>MixedPsy<\/a> (1.0.0) Maintainer: Alessandro Moscatelli imports/imported by:6/0 depends/is dependency of:0/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/MixedPsy?color=969696>","<a href=https://CRAN.R-project.org/package=modeltools>modeltools<\/a> (0.2-22) Maintainer: Torsten Hothorn imports/imported by:1/10 depends/is dependency of:2/3 suggests/suggested by:0/1 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/modeltools?color=969696>","<a href=https://CRAN.R-project.org/package=MuMIn>MuMIn<\/a> (1.43.6) Maintainer: Kamil Bartoń imports/imported by:6/11 depends/is dependency of:0/1 suggests/suggested by:7/5 enhances/enhaced by:17/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/MuMIn?color=969696>","<a href=https://CRAN.R-project.org/package=nnet>nnet<\/a> (7.3-12) Maintainer: Brian Ripley imports/imported by:0/89 depends/is dependency of:2/27 suggests/suggested by:1/70 enhances/enhaced by:0/5 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/nnet?color=969696>","<a href=https://CRAN.R-project.org/package=numDeriv>numDeriv<\/a> (2016.8-1.1) Maintainer: Paul Gilbert imports/imported by:0/176 depends/is dependency of:0/41 suggests/suggested by:0/54 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/numDeriv?color=969696>","<a href=https://CRAN.R-project.org/package=opticut>opticut<\/a> (0.1-2) Maintainer: Peter Solymos imports/imported by:6/0 depends/is dependency of:1/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/opticut?color=969696>","<a href=https://CRAN.R-project.org/package=optmatch>optmatch<\/a> (0.9-10) Maintainer: Mark M Fredrickson imports/imported by:6/0 depends/is dependency of:1/0 suggests/suggested by:10/11 enhances/enhaced by:1/1 linkingto/linked by:1/0 <img src=https://cranlogs.r-pkg.org/badges/optmatch?color=969696>","<a href=https://CRAN.R-project.org/package=partykit>partykit<\/a> (1.2-4) Maintainer: Torsten Hothorn imports/imported by:7/18 depends/is dependency of:4/15 suggests/suggested by:16/11 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/partykit?color=969696>","<a href=https://CRAN.R-project.org/package=performance>performance<\/a> (0.2.0) Maintainer: Daniel Lüdecke imports/imported by:2/2 depends/is dependency of:0/0 suggests/suggested by:21/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/performance?color=969696>","<a href=https://CRAN.R-project.org/package=picante>picante<\/a> (1.8) Maintainer: Steven W Kembel imports/imported by:0/9 depends/is dependency of:4/4 suggests/suggested by:4/4 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/picante?color=969696>","<a href=https://CRAN.R-project.org/package=PlackettLuce>PlackettLuce<\/a> (0.2-6) Maintainer: Heather Turner imports/imported by:10/0 depends/is dependency of:0/0 suggests/suggested by:16/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/PlackettLuce?color=969696>","<a href=https://CRAN.R-project.org/package=PLMIX>PLMIX<\/a> (2.0.1) Maintainer: Cristina Mollica imports/imported by:8/0 depends/is dependency of:0/0 suggests/suggested by:1/1 enhances/enhaced by:0/0 linkingto/linked by:1/0 <img src=https://cranlogs.r-pkg.org/badges/PLMIX?color=969696>","<a href=https://CRAN.R-project.org/package=plotly>plotly<\/a> (4.9.0) Maintainer: Carson Sievert imports/imported by:21/97 depends/is dependency of:1/7 suggests/suggested by:25/35 enhances/enhaced by:0/2 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/plotly?color=969696>","<a href=https://CRAN.R-project.org/package=plsRbeta>plsRbeta<\/a> (0.2.5) Maintainer: Frederic Bertrand imports/imported by:7/0 depends/is dependency of:0/0 suggests/suggested by:2/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/plsRbeta?color=969696>","<a href=https://CRAN.R-project.org/package=pmr>pmr<\/a> (1.2.5) Maintainer: Paul H Lee imports/imported by:0/0 depends/is dependency of:1/0 suggests/suggested by:0/1 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/pmr?color=969696>","<a href=https://CRAN.R-project.org/package=prediction>prediction<\/a> (0.3.14) Maintainer: Thomas J Leeper imports/imported by:3/5 depends/is dependency of:0/0 suggests/suggested by:3/2 enhances/enhaced by:35/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/prediction?color=969696>","<a href=https://CRAN.R-project.org/package=profileModel>profileModel<\/a> (0.6.0) Maintainer: Ioannis Kosmidis imports/imported by:0/1 depends/is dependency of:0/1 suggests/suggested by:2/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/profileModel?color=969696>","<a href=https://CRAN.R-project.org/package=psychotools>psychotools<\/a> (0.5-0) Maintainer: Achim Zeileis imports/imported by:4/6 depends/is dependency of:0/3 suggests/suggested by:5/5 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/psychotools?color=969696>","<a href=https://CRAN.R-project.org/package=psychotree>psychotree<\/a> (0.15-2) Maintainer: Achim Zeileis imports/imported by:5/1 depends/is dependency of:2/0 suggests/suggested by:2/2 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/psychotree?color=969696>","<a href=https://CRAN.R-project.org/package=qvcalc>qvcalc<\/a> (1.0.0) Maintainer: David Firth imports/imported by:0/4 depends/is dependency of:0/0 suggests/suggested by:3/1 enhances/enhaced by:1/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/qvcalc?color=969696>","<a href=https://CRAN.R-project.org/package=rARPACK>rARPACK<\/a> (0.11-0) Maintainer: Yixuan Qiu imports/imported by:1/14 depends/is dependency of:0/4 suggests/suggested by:1/1 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/rARPACK?color=969696>","<a href=https://CRAN.R-project.org/package=raster>raster<\/a> (2.9-23) Maintainer: Robert J Hijmans imports/imported by:2/218 depends/is dependency of:1/76 suggests/suggested by:10/62 enhances/enhaced by:0/1 linkingto/linked by:1/0 <img src=https://cranlogs.r-pkg.org/badges/raster?color=969696>","<a href=https://CRAN.R-project.org/package=rmarkdown>rmarkdown<\/a> (1.14) Maintainer: Yihui Xie imports/imported by:13/138 depends/is dependency of:0/4 suggests/suggested by:9/3041 enhances/enhaced by:0/1 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/rmarkdown?color=969696>","<a href=https://CRAN.R-project.org/package=RSQLite>RSQLite<\/a> (2.1.1) Maintainer: Kirill Müller imports/imported by:7/56 depends/is dependency of:0/11 suggests/suggested by:4/56 enhances/enhaced by:0/1 linkingto/linked by:3/0 <img src=https://cranlogs.r-pkg.org/badges/RSQLite?color=969696>","<a href=https://CRAN.R-project.org/package=rstanarm>rstanarm<\/a> (2.18.2) Maintainer: Ben Goodrich imports/imported by:12/3 depends/is dependency of:2/1 suggests/suggested by:11/19 enhances/enhaced by:0/3 linkingto/linked by:5/0 <img src=https://cranlogs.r-pkg.org/badges/rstanarm?color=969696>","<a href=https://CRAN.R-project.org/package=RWsearch>RWsearch<\/a> (4.6) Maintainer: Patrice Kiener imports/imported by:6/0 depends/is dependency of:0/0 suggests/suggested by:8/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/RWsearch?color=969696>","<a href=https://CRAN.R-project.org/package=sandwich>sandwich<\/a> (2.5-1) Maintainer: Achim Zeileis imports/imported by:3/66 depends/is dependency of:0/22 suggests/suggested by:15/30 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/sandwich?color=969696>","<a href=https://CRAN.R-project.org/package=scam>scam<\/a> (1.2-4) Maintainer: Natalya Pya imports/imported by:5/4 depends/is dependency of:1/1 suggests/suggested by:1/3 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/scam?color=969696>","<a href=https://CRAN.R-project.org/package=semnar>semnar<\/a> (0.7.1) Maintainer: Ioannis Kosmidis imports/imported by:5/0 depends/is dependency of:0/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/semnar?color=969696>","<a href=https://CRAN.R-project.org/package=SetMethods>SetMethods<\/a> (2.4) Maintainer: Ioana-Elena Oana imports/imported by:2/0 depends/is dependency of:6/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/SetMethods?color=969696>","<a href=https://CRAN.R-project.org/package=sf>sf<\/a> (0.7-6) Maintainer: Edzer Pebesma imports/imported by:11/102 depends/is dependency of:1/9 suggests/suggested by:29/51 enhances/enhaced by:0/2 linkingto/linked by:1/1 <img src=https://cranlogs.r-pkg.org/badges/sf?color=969696>","<a href=https://CRAN.R-project.org/package=shiny>shiny<\/a> (1.3.2) Maintainer: Winston Chang imports/imported by:15/414 depends/is dependency of:1/57 suggests/suggested by:9/164 enhances/enhaced by:0/11 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/shiny?color=969696>","<a href=https://CRAN.R-project.org/package=shinydashboard>shinydashboard<\/a> (0.7.1) Maintainer: Winston Chang imports/imported by:4/47 depends/is dependency of:0/2 suggests/suggested by:0/10 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/shinydashboard?color=969696>","<a href=https://CRAN.R-project.org/package=shinyjs>shinyjs<\/a> (1.0) Maintainer: Dean Attali imports/imported by:4/74 depends/is dependency of:0/3 suggests/suggested by:5/14 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/shinyjs?color=969696>","<a href=https://CRAN.R-project.org/package=shinyWidgets>shinyWidgets<\/a> (0.4.8) Maintainer: Victor Perrier imports/imported by:5/22 depends/is dependency of:0/0 suggests/suggested by:9/6 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/shinyWidgets?color=969696>","<a href=https://CRAN.R-project.org/package=SOIL>SOIL<\/a> (1.1) Maintainer: Yi Yang imports/imported by:6/0 depends/is dependency of:0/0 suggests/suggested by:0/0 enhances/enhaced by:0/0 linkingto/linked by:0/0 <img src=https://cranlogs.r-pkg.org/badges/SOIL?color=969696>","<a href=https://CRAN.R-project.org/package=sp>sp<\/a> (1.3-1) Maintainer: Edzer Pebesma imports/imported by:6/345 depends/is dependency of:1/132 suggests/suggested by:6/101 enhances/enhaced by:0/4 linkingto/linked by:0/2 <img 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---

## Visualising collaboration networks

```r
plot(aut_net, author = "Brian Ripley", legend = FALSE, title = FALSE, width = "100%")
```

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Robert Tibshirani 31 collaborators in 16 packages: acepack, clogitL1, compHclust, customizedTraining FLLat, Interact, lpc, mda neariso, npmr, orderedLasso, pcLasso pliable, protoclass, scout, sparcl","Author: Thomas Lumley 86 collaborators in 27 packages: acepack, biglm, biglmm, date dichromat, distcomp, earth, eechidna forestplot, gdata, gee, gmodels gplots, gtools, hextri, leaps mitools, MonetDB.R, randaes, rmeta sandwich, seqMeta, srvyr, survey survival, uwIntroStats, xkcdcolors","Author: Henrik Singmann 153 collaborators in 12 packages: acss, acss.data, afex, bridgesampling emmeans, fortunes, LaplacesDemon, lme4 MPTinR, MPTmultiverse, plotrix, rtdists","Author: Sandrine Pavoine 136 collaborators in 4 packages: ade4, adiv, DescTools, seewave","Author: Daniel Chessel 116 collaborators in 2 packages: ade4, DescTools","Author: Stephane Dray 117 collaborators in 5 packages: adehabitatLT, DescTools, econetwork, Guerry HistData","Author: Martin Schlather 20 collaborators in 4 packages: adoption, RandomFields, RandomFieldsUtils, tsgui","Author: Christian Kleiber 77 collaborators in 5 packages: AER, fortunes, ineq, plm strucchange","Author: Achim Zeileis 360 collaborators in 54 packages: AER, bamlss, BayesXsrc, betareg bfast, car, coin, colorspace condvis, crch, ctv, DescTools dichromat, dynlm, evtree, exams Formula, fortunes, fxregime, glmertree glmx, glogis, ineq, lagsarlmtree lmSubsets, lmtest, mobForest, model4you modeltools, mpath, mpt, networktree palmtree, party, partykit, plm pscl, psychomix, psychotools, psychotree pwt, pwt8, pwt9, quantreg R2BayesX, RWeka, sandwich, stablelearner strucchange, truncreg, tth, vcd vcdExtra, zoo","Author: Ben Bolker 417 collaborators in 29 packages: afex, ape, bbmle, broom broom.mixed, car, DescTools, dotwhisker emdbook, foghorn, fortunes, gdata ggalt, glmmTMB, gmodels, gplots gtools, lme4, MEMSS, metaplus minpack.lm, mlmRev, plotrix, R2admb RLRsim, rncl, rstanarm, SASmixed sfsmisc","Author: John Fox 222 collaborators in 20 packages: afex, candisc, car, carData DescTools, effects, english, heplots lme4, matlib, phia, polycor pubh, Rcmdr, RcmdrMisc, RcmdrPlugin.survival RcmdrPlugin.TeachingDemos, relimp, sem, twoway","Author: Kevin Wright 87 collaborators in 12 packages: agridat, corrgram, desplot, fortunes gge, lucid, mountainplot, nipals pagenum, pals, Rcmdr, rseedcalc","Author: Albrecht Gebhardt 21 collaborators in 7 packages: akima, ash, interp, MASS OPDOE, sgeostat, tripack","Author: Martin Maechler 484 collaborators in 61 packages: akima, bastah, Bessel, Biodem bitops, car, CLA, classGraph cluster, cobs, copula, copulaData DEoptimR, DescTools, DetR, diptest expm, fortunes, fracdiff, GLDEX glmmTMB, gmp, gnm, gplots hdi, hexbin, IMaGES, lasso2 lme4, lokern, longmemo, lpridge Matrix, MatrixModels, MEMSS, mlmRev mvtnorm, nor1mix, pcalg, pixmap plugdensity, polynom, RankingProject, Rcmdr Rmpfr, RobStatTM, robust, robustbase robustX, rstanarm, SASmixed, scatterplot3d sfsmisc, simsalapar, sptm, stabledist supclust, timeDate, TMB, VLMC xgobi","Author: Jeremy VanDerWal 124 collaborators in 4 packages: ALA4R, DescTools, landscapemetrics, SDMTools","Author: Michael Sumner 196 collaborators in 22 packages: ALA4R, bsam, decido, fasterize fortunes, GeoLight, gibble, hddtools mapview, mregions, ncmeta, raster rgdal, sf, slippymath, sp stars, tidync, tidytransit, traipse trread, vapour","Author: Kamil Erguler 105 collaborators in 3 packages: albopictus, Barnard, DescTools","Author: Gregor Gorjanc 58 collaborators in 9 packages: AlphaPart, AlphaSimR, BRugs, car gdata, genetics, R2OpenBUGS, R2WinBUGS simSummary","Author: Sanford Weisberg 34 collaborators in 6 packages: alr3, alr4, car, carData dr, effects","Author: Max Kuhn 161 collaborators in 21 packages: AmesHousing, AppliedPredictiveModeling, C50, caret contrast, Cubist, DescTools, desirability dials, embed, generics, parsnip probably, QSARdata, recipes, rngtools rsample, sparseLDA, spectacles, tidyposterior yardstick","Author: Hadley Wickham 812 collaborators in 135 packages: analogsea, assertthat, babynames, bigQueryR bigrquery, binostics, blob, bnclassify bookdown, broom, cellranger, classifly cli, clusterfly, conflicted, curl damr, DBI, dbplyr, DescribeDisplay DescTools, devtools, dplyr, dtplyr ellipsis, evaluate, fda, feather forcats, fs, fueleconomy, gargle gdtools, generics, geozoo, GGally ggmap, ggmosaic, ggplot2, ggplot2movies ggstance, ggthemes, ggvis, gh gtable, haven, hflights, hipread HistData, httr, itertools, knitr knitrProgressBar, labelled, lazyeval, leaflet lemon, lobstr, lubridate, lvplot magrittr, meifly, memoise, modelr namespace, nasaweather, nullabor, nycflights13 odbc, packagedocs, partools, pillar pkgbuild, pkgdown, pkgload, plotrix plumbr, plyr, prettydoc, productplots profr, proto, pryr, purrr purrrlyr, rappdirs, Rd2roxygen, readr readxl, recipes, remotes, reprex reshape, reshape2, rggobi, RInno rlang, RMariaDB, rmarkdown, RMySQL roxygen2, RPostgres, rsample, RSQLite rstudioapi, rticles, rvest, scales sessioninfo, sf, shinyhttr, skimr sloop, spectacles, stringr, svglite testthat, tibble, tidymodels, tidyr tidyselect, tidyverse, tidyxl, tourr tourrGui, tribe, unjoin, usethis vctrs, vroom, wesanderson, withr xml2, yaml, yesno","Author: Dirk Eddelbuettel 332 collaborators in 75 packages: anytime, AsioHeaders, BH, binb dang, DescTools, digest, drat fastglm, fortunes, gaussfacts, gcbd gettz, gtrendsR, gunsales, hurricaneexposure inline, komaletter, lbfgs, linl littler, mvabund, mvst, n1qn1 nanotime, nloptr, permGPU, pinp pkgKitten, prrd, random, RApiDatetime RApiSerialize, Rblpapi, Rcpp, RcppAnnoy RcppAPT, RcppArmadillo, RcppBDT, RcppCCTZ RcppClassic, RcppClassicExamples, RcppCNPy, RcppDE RcppEigen, RcppEnsmallen, RcppExamples, RcppFaddeeva RcppGetconf, RcppGSL, RcppMsgPack, RcppNLoptExample RcppQuantuccia, RcppRedis, RcppSMC, RcppStreams RcppTOML, RcppXts, RcppZiggurat, RDieHarder reticulate, rfoaas, RInside, Rmalschains rmsfact, RPostgreSQL, RProtoBuf, RPushbullet RQuantLib, RVowpalWabbit, sanitizers, seasonal tensorflow, tint, x13binary","Author: Matthieu Lesnoff 25 collaborators in 3 packages: aod, aods3, Rcmdr","Author: Renaud Lancelot 87 collaborators in 4 packages: aod, aods3, fortunes, Rcmdr","Author: Simon Blomberg 91 collaborators in 2 packages: ape, fortunes","Author: Jim Lemon 241 collaborators in 11 packages: ape, clinsig, crank, DescTools eventInterval, fortunes, irr, logmult plotrix, prettyR, sp","Author: Karline Soetaert 143 collaborators in 23 packages: AquaEnv, BCE, bvpSolve, DescTools deSolve, deTestSet, diagram, diffEq ecolMod, FME, inline, LIM limSolve, marelac, MSCMT, NetIndices OceanView, plot3D, plot3Drgl, ReacTran rootSolve, seacarb, shape","Author: Friedrich Leisch 90 collaborators in 21 packages: archetypes, biclust, bindata, bootstrap e1071, exams, flexclust, flexmix genetics, mda, mlbench, modeltools mvtnorm, nor1mix, ockc, pixmap psychomix, signal, StatDataML, strucchange tth","Author: Arni Magnusson 191 collaborators in 18 packages: areaplot, coda, DescTools, gdata glmmTMB, gmt, gplots, icesAdvice icesDatras, icesSAG, icesTAF, icesVocab ora, plotMCMC, r2d2, scape TMB, xtable","Author: Drew Schmidt 89 collaborators in 26 packages: argon2, coop, cubfits, dequer float, getPass, kazaam, meanr memuse, ngram, pbdBASE, pbdDEMO pbdDMAT, pbdMPI, pbdNCDF4, pbdPROF pbdRPC, pbdSLAP, pbdZMQ, remoter rexpokit, rgeolocate, rsparse, sylcount triebeard, urltools","Author: R Core 487 collaborators in 83 packages: ARTP2, backports, bain, bbmle BinQuasi, BNN, car, caret CHNOSZ, CholWishart, chron, condvis Cyclops, date, dendextend, devtools dgof, distr, distrMod, DtD dynamichazard, effects, EMCluster, expint fansi, flashClust, forecast, foreign future.apply, galgo, gap.datasets, gdtools GLDEX, GLDreg, glmBfp, hipread icd, lrmest, Matrix, MCMCpack metaplus, mixlm, multimode, namespace nlme, nscancor, nsprcomp, pbdDMAT pbdMPI, pbdZMQ, PCICt, permute ph2hetero, phia, pkgload, properties pryr, pubh, QuasiSeq, RandomFields RApiSerialize, readr, readstata13, remoter RobAStBase, robets, rstan, rstanarm sciplot, sem, sessioninfo, shiny shipunov, SpatialExtremes, statip, stringdist surveillance, testthat, uwIntroStats, vetr vroom, weights, wikipediatrend","Author: Kurt Hornik 310 collaborators in 72 packages: arules, aucm, bibtex, bindata cclust, chron, clue, cluster coin, colorspace, cordillera, ctv date, dendextend, digest, e1071 exactRankTests, fortunes, gap, ISOcodes isotone, kernlab, MASS, mda mistr, mobForest, movMF, mvord NLP, NLPutils, OAIHarvester, openNLP openNLPdata, oz, pandocfilters, party polyclip, polynom, PolynomF, princurve qrmdata, qrmtools, Rcplex, relations Rglpk, RKEA, RKEAjars, ROI ROI.plugin.msbinlp, Rpoppler, Rsymphony, RWeka RWekajars, seriation, sets, signal skmeans, slam, stablelearner, strucchange tau, textcat, tm, tm.plugin.mail topicmodels, tseries, TSP, Unicode vcd, W3CMarkupValidator, wordnet, xgobi","Author: Ken Aho 105 collaborators in 2 packages: asbio, DescTools","Author: Nick Parsons 105 collaborators in 3 packages: asd, DescTools, repolr","Author: Rolf Turner 326 collaborators in 11 packages: AssetPricing, deldir, fortunes, hmm.discnp Iso, maptools, mixreg, plotrix spatstat, spatstat.data, spatstat.utils","Author: Balasubramanian Narasimhan 52 collaborators in 16 packages: ASSISTant, bcaboot, cubature, CVXR deconvolveR, distcomp, ECOSolveR, glmnet homomorpheR, locfdr, mpath, pamr PMA, samr, sglr, sp23design","Author: Torsten Hothorn 268 collaborators in 40 packages: ATR, basefun, bst, coin DescTools, exactRankTests, FDboost, fortunes globalboosttest, hgam, HSAUR, HSAUR2 HSAUR3, inum, ipred, libcoin lmtest, maxstat, mboost, mlt mlt.docreg, mobForest, model4you, modeltools MUCflights, multcomp, MVA, mvtnorm palmtree, party, partykit, RWeka sfa, stabs, StatDataML, tbm TH.data, tram, trtf, variables","Author: Thomas Leeper 186 collaborators in 15 packages: aws.alexa, batman, bib2df, cowsay dotwhisker, drat, essurvey, installr knitr, MarginalMediation, markdown, monkeylearn poio, sparktex, UNF","Author: Hong Ooi 123 collaborators in 11 packages: AzureAuth, AzureContainers, AzureGraph, AzureKeyVault AzureKusto, AzureRMR, AzureStor, AzureVM DescTools, glmnetUtils, SAR","Author: Andrie de Vries 99 collaborators in 11 packages: AzureML, dendextend, fortunes, ggdendro miniCRAN, pandocfilters, rfordummies, rrd secret, sss, surveydata","Author: Jeff Enos 117 collaborators in 4 packages: backtest, DescTools, portfolio, portfolioSim","Author: Bill Venables 282 collaborators in 24 packages: bannerCommenter, codingMatrices, conf.design, demoKde DescTools, english, fortunes, fractional gnm, gplots, JacobiEigen, lasso2 lazyData, LSD, MASS, minimax oz, plotrix, polynom, PolynomF raster, sfsmisc, SOAR, sudokuAlt","Author: Christopher Jackson 114 collaborators in 9 packages: bayesDP, denstrip, DescTools, discfrail ecoreg, fic, flexsurv, MetaAnalyser msm","Author: Jonah Gabry 118 collaborators in 12 packages: bayesplot, bridgesampling, broom, broom.mixed idealstan, loo, projpred, rstan rstanarm, rstantools, shinystan, StanHeaders","Author: Daniel Adler 37 collaborators in 6 packages: BayesXsrc, car, ff, namespace rgl, vioplot","Author: Dan Putler 25 collaborators in 3 packages: BCA, Rcmdr, RcmdrMisc","Author: Terry Therneau 185 collaborators in 10 packages: bdsmatrix, date, deming, DescTools fortunes, glmBfp, ipred, kinship2 noweb, rpart","Author: Kung-Sik Chan 4 collaborators in 4 packages: BGSIMD, carx, gpDDE, TSA","Author: Romain Francois 298 collaborators in 30 packages: bibtex, DescTools, fastglm, gravity highlight, hipread, inline, knitr knitrProgressBar, mvst, operators, permGPU qs, Rcpp, Rcpp11, RcppArmadillo RcppBDT, RcppClassic, RcppClassicExamples, RcppEigen RcppExamples, RcppGSL, RcppParallel, readr RInside, RProtoBuf, sos, svMisc svTools, tibble","Author: Heather Turner 25 collaborators in 9 packages: BIGL, BradleyTerry2, forwards, gnm logmult, PlackettLuce, relimp, roxygen2md vcdExtra","Author: Patrick Breheny 14 collaborators in 7 packages: biglasso, grpreg, grpregOverlap, mpath ncvreg, rbvs, visreg","Author: Adelchi Azzalini 19 collaborators in 9 packages: bild, DiSSMod, mnormpow, mnormt pbivnorm, pdfCluster, PLordprob, sm sn","Author: Mikko Korpela 143 collaborators in 7 packages: BINCOR, DescTools, dplR, ggmap RXKCD, sisal, skimr","Author: Duncan Temple Lang 128 collaborators in 13 packages: binostics, CodeDepends, DescTools, excel.link jsonlite, RCurl, rfishbase, rggobi RGtk2, RJSONIO, ROAuth, treebase XML","Author: Greg Snow 242 collaborators in 11 packages: blockrand, BrailleR, DescTools, fortunes maptools, obsSens, qcc, sfsmisc spData, sudoku, TeachingDemos","Author: Kevin Ushey 258 collaborators in 20 packages: blogdown, bookdown, cloudml, cronR DescTools, packrat, Rcpp, Rcpp11 RcppParallel, RcppRoll, reticulate, rex rmarkdown, rsnps, rstudioapi, sourcetools sparklyr, tfdatasets, tfestimators, withr","Author: Angelo Canty 4 collaborators in 2 packages: boot, MarginalMediation","Author: Brian Ripley 562 collaborators in 41 packages: boot, car, class, crs DescTools, fastICA, fortunes, gap gee, ggdendro, gnm, ipred itree, KernSmooth, LSD, MarginalMediation MASS, mda, mpath, nnet pbdMPI, pbdSLAP, pbdZMQ, polyclip pspline, quantreg, RandomFields, RandomFieldsUtils rattle, Rcmdr, RODBC, RODBCext rpart, rstanarm, sm, spatial spatstat, tactile, tree, TSA xgobi","Author: Rob Tibshirani 49 collaborators in 18 packages: bootstrap, clusterRepro, csSAM, earth glasso, glmnet, hierNet, hiertest hybridHclust, ISLR, mpath, PMA ProDenICA, protoclust, selectiveInference, SGL spcov, TrioSGL","Author: David Firth 58 collaborators in 11 packages: BradleyTerry2, BradleyTerryScalable, car, effects expm, gnm, MASS, PlackettLuce qvcalc, relimp, vcdExtra","Author: Duncan Murdoch 285 collaborators in 23 packages: BrailleR, car, digest, ellipse fortunes, gpclib, gsl, inline kableExtra, knitr, manipulateWidget, nlsr orientlib, patchDVI, Rcmdr, Rdpack rgl, rglwidget, sciplot, spatialkernel tables, tkrgl, vcdExtra","Author: Paul Murrell 48 collaborators in 22 packages: BrailleR, colorspace, compare, fontcm graphicsQC, gridBase, gridBezier, gridDebug gridGeometry, gridGraphics, gridGraphviz, gridSVG grImport, grImport2, hexView, metapost polyclip, rasterize, RGraphics, roloc rolocISCCNBS, shipunov","Author: Dieter Menne 126 collaborators in 7 packages: breathtestcore, breathteststan, broom, broom.mixed fortunes, gastempt, installr","Author: Ben Goodrich 97 collaborators in 11 packages: bridgesampling, idealstan, loo, MCMCpack mi, migui, rstan, rstanarm rstantools, shinystan, StanHeaders","Author: Joshua Wiley 72 collaborators in 3 packages: broom.mixed, fortunes, MplusAutomation","Author: Uwe Ligges 209 collaborators in 16 packages: BRugs, dendextend, fftw, fortunes klaR, nortest, R2OpenBUGS, R2WinBUGS Rcmdr, reliaR, RobPer, RWinEdt scatterplot3d, signal, tuneR, xtable","Author: Klaus Nordhausen 158 collaborators in 17 packages: BSSasymp, DescTools, fastM, fICA ICS, ICSNP, ICSOutlier, ICSShiny ICtest, JADE, LDRTools, MNM OjaNP, REPPlab, SpatialNP, tensorBSS tsBSS","Author: Zhu Wang 11 collaborators in 4 packages: bst, cts, mpath, orsk","Author: Michael Friendly 403 collaborators in 25 packages: ca, candisc, car, DescTools effects, fortunes, genridge, Guerry heplots, HistData, installr, knitr Lahman, logmult, maptools, matlib mvinfluence, sem, statquotes, tableplot twoway, vcd, vcdExtra, vegan WordPools","Author: Thomas Petzoldt 110 collaborators in 11 packages: caper, cardidates, deSolve, FME fortunes, growthrates, marelac, plotrix proto, qualV, simecol","Author: Brad Price 35 collaborators in 5 packages: car, carData, effects, gfmR mcen","Author: Douglas Bates 112 collaborators in 25 packages: car, coda, cond, Devore7 EngrExpt, fastglm, hoa, lme4 marg, Matrix, MatrixModels, MEMSS minqa, mlmRev, mvnmle, NISTnls nlme, nlreg, pedigreemm, pedigreeTools PKPDmodels, Rcpp, RcppEigen, rstanarm SASmixed","Author: Gabriel Baud-Bovy 24 collaborators in 1 packages: car","Author: Steve Ellison 24 collaborators in 1 packages: car","Author: Spencer Graves 97 collaborators in 8 packages: car, Ecfun, fda, FinTS fortunes, maxLik, multcompView, sos","Author: Rafael Laboissiere 24 collaborators in 1 packages: car","Author: Georges Monette 40 collaborators in 4 packages: car, heplots, matlib, sem","Author: Henric Nilsson 129 collaborators in 2 packages: car, DescTools","Author: Derek Ogle 162 collaborators in 7 packages: car, DescTools, FSA, FSAdata plotrix, readbitmap, RFishBC","Author: William Venables 42 collaborators in 5 packages: car, class, nnet, rstanarm spatial","Author: Steve Walker 38 collaborators in 2 packages: car, rstanarm","Author: David Winsemius 86 collaborators in 2 packages: car, fortunes","Author: Roger Bivand 272 collaborators in 27 packages: cartogram, classInt, DCluster, foreign fortunes, INLABMA, interp, lagsarlmtree mapproj, maptools, MBA, PBSmapping pixmap, raster, rgdal, rgeos rgrass7, sf, sp, spatial spatialreg, spData, spdep, spgrass6 spgwr, splancs, vapour","Author: Andreas Alfons 118 collaborators in 12 packages: ccaPP, cvTools, DescTools, laeken perry, robmed, robustHD, simFrame sparseLTSEigen, sparsestep, VIM, VIMGUI","Author: Michael Smithson 107 collaborators in 3 packages: cdfquantreg, DescTools, smdata","Author: Gabor Grothendieck 175 collaborators in 12 packages: chron, DescTools, gdata, lme4 optimr, optimx, plotrix, proto rockchalk, Ryacas, stinepack, zoo","Author: Matthieu Stigler 108 collaborators in 9 packages: classInt, fortunes, rddapp, rddtools rsdmx, tsDyn, urca, vars xtable","Author: Venkatraman E Seshan 110 collaborators in 4 packages: clinfun, DescTools, genepi, PSCBS","Author: Deepayan Sarkar 36 collaborators in 10 packages: coda, flexmix, hexbin, lattice latticeExtra, nlme, pubh, qtbase qtpaint, tactile","Author: Will Beasley 74 collaborators in 10 packages: codified, covr, IalsaSynthesis, kableExtra NlsyLinks, redcapAPI, REDCapR, RODBCext Wats, yaml","Author: Christian Heckendorf 21 collaborators in 5 packages: coop, memuse, ngram, pbdMPI pbdZMQ","Author: Tyler Rinker 174 collaborators in 17 packages: cowsay, DescTools, gofastr, lexicon numform, pacman, qdap, qdapDictionaries qdapRegex, qdapTools, reports, sentimentr textclean, textreadr, textshape, textstem wakefield","Author: Jeffrey S Racine 3 collaborators in 2 packages: crs, np","Author: Zhenghua Nie 12 collaborators in 2 packages: crs, sem","Author: Wei-Chen Chen 91 collaborators in 23 packages: cubfits, EMCluster, float, getPass JuniperKernel, kazaam, memuse, MixfMRI MixSim, pbdBASE, pbdDEMO, pbdDMAT pbdMPI, pbdNCDF4, pbdPROF, pbdRPC pbdSLAP, pbdZMQ, phyclust, pmclust QZ, remoter, rsparse","Author: Alec Stephenson 116 collaborators in 8 packages: cubing, DescTools, evd, evdbayes evir, PlayerRatings, texmex, TideHarmonics","Author: Matt Wand 11 collaborators in 5 packages: curvHDR, feature, KernSmooth, ks SemiPar","Author: Trevor Hastie 59 collaborators in 25 packages: customizedTraining, dpglasso, earth, elasticnet FLLat, gam, gamsel, glasso glinternet, glmnet, glmpath, hybridHclust ISLR, lars, mda, mpath npmr, princurve, ProDenICA, SGL softImpute, sparsenet, stepPlr, svmpath TrioSGL","Author: Christian W Hoffmann 105 collaborators in 2 packages: cwhmisc, DescTools","Author: Tal Galili 226 collaborators in 9 packages: d3heatmap, dendextend, DescTools, digitize edfun, fortunes, heatmaply, installr shinyHeatmaply","Author: Gregory R Warnes 172 collaborators in 13 packages: daff, DescTools, gdata, gmodels gplots, gtools, mcgibbsit, namespace r2d2, SASxport, session, SII yaml","Author: Barry Rowlingson 187 collaborators in 13 packages: DClusterm, fortunes, geonames, gpclib installr, plotrix, raster, rgdal sp, spatialkernel, splancs, stplanr stpp","Author: Rob J Hyndman 113 collaborators in 9 packages: demography, DescTools, emma, expsmooth fds, fma, fpp, smoothAPC stR","Author: Joshua Ulrich 119 collaborators in 4 packages: DEoptim, DescTools, PerformanceAnalytics, TTR","Author: Marc Schwartz 76 collaborators in 4 packages: descr, fortunes, gplots, WriteXLS","Author: Andri Signorell 112 collaborators in 3 packages: DescTools, DescToolsAddIns, kyotil","Author: Nanina Anderegg 105 collaborators in 1 packages: DescTools","Author: Tomas Aragon 116 collaborators in 2 packages: DescTools, pubh","Author: Antti Arppe 110 collaborators in 2 packages: DescTools, ndl","Author: Adrian Baddeley 357 collaborators in 11 packages: DescTools, globe, goftest, maptools polyclip, scuba, spatstat, spatstat.data spatstat.local, spatstat.utils, statip","Author: Kamil Barton 107 collaborators in 2 packages: DescTools, svMisc","Author: Hans W Borchers 109 collaborators in 4 packages: DescTools, dfoptim, nloptr, pracma","Author: Frederico Caeiro 109 collaborators in 3 packages: DescTools, evt0, randtests","Author: Stephane Champely 113 collaborators in 4 packages: DescTools, PairedData, pwr, RcmdrPlugin.pointG","Author: Leanne Chhay 120 collaborators in 2 packages: DescTools, forecast","Author: Clint Cummins 110 collaborators in 2 packages: DescTools, lmtest","Author: Michael Dewey 167 collaborators in 4 packages: DescTools, fortunes, latdiag, metap","Author: Harold C Doran 105 collaborators in 1 packages: DescTools","Author: Charles Dupont 111 collaborators in 4 packages: DescTools, Hmisc, PResiduals, sensitivityPStrat","Author: Claus Ekstrom 116 collaborators in 4 packages: DescTools, isdals, kulife, pwr","Author: Martin Elff 105 collaborators in 4 packages: DescTools, mclogit, memisc, munfold","Author: Richard W Farebrother 110 collaborators in 2 packages: DescTools, lmtest","Author: Matthias Gamer 107 collaborators in 2 packages: DescTools, irr","Author: Joseph L Gastwirth 110 collaborators in 2 packages: DescTools, lawstat","Author: Yulia R Gel 125 collaborators in 5 packages: DescTools, funtimes, lawstat, nparLD snowboot","Author: Juergen Gross 106 collaborators in 2 packages: DescTools, nortest","Author: Frank E Harrell Jr 199 collaborators in 5 packages: DescTools, greport, Hmisc, knitr rms","Author: Michael Hoehle 107 collaborators in 2 packages: DescTools, polyCub","Author: Soeren Hojsgaard 105 collaborators in 1 packages: DescTools","Author: Markus Huerzeler 105 collaborators in 1 packages: DescTools","Author: Wallace W Hui 105 collaborators in 1 packages: DescTools","Author: Pete Hurd 105 collaborators in 1 packages: DescTools","Author: Pablo J Villacorta Iglesias 105 collaborators in 1 packages: DescTools","Author: Matthias Kohl 152 collaborators in 21 packages: DescTools, distr, distrDoc, distrEx distrMod, distrSim, distrTeach, distrTEst MKmisc, mpe, RandVar, RFLPtools RobAStBase, RobAStRDA, RobExtremes, RobLox RobLoxBioC, RobRex, ROptEst, ROptEstOld ROptRegTS","Author: Detlew Labes 111 collaborators in 4 packages: DescTools, Power2Stage, PowerTOST, replicateBE","Author: Friederich Leisch 105 collaborators in 1 packages: DescTools","Author: Dong Li 105 collaborators in 1 packages: DescTools","Author: Daniel Malter 105 collaborators in 1 packages: DescTools","Author: George Marsaglia 108 collaborators in 2 packages: DescTools, goftest","Author: John Marsaglia 108 collaborators in 2 packages: DescTools, goftest","Author: Alina Matei 106 collaborators in 2 packages: DescTools, sampling","Author: David Meyer 148 collaborators in 15 packages: DescTools, e1071, kernelTDA, kst proxy, registry, relations, ROI ROI.plugin.msbinlp, RWeka, sets, slam StatDataML, tau, vcd","Author: Weiwen Miao 110 collaborators in 2 packages: DescTools, lawstat","Author: Giovanni Millo 170 collaborators in 7 packages: DescTools, lmtest, pder, plm spatialreg, spdep, splm","Author: Yongyi Min 105 collaborators in 1 packages: DescTools","Author: David Mitchell 138 collaborators in 4 packages: DescTools, lmtest, raustats, xtable","Author: Markus Naepflin 105 collaborators in 1 packages: DescTools","Author: Daniel Navarro 105 collaborators in 2 packages: DescTools, lsr","Author: Roland Rapold 105 collaborators in 1 packages: DescTools","Author: William Revelle 105 collaborators in 3 packages: DescTools, psych, psychTools","Author: Caroline Rodriguez 105 collaborators in 1 packages: DescTools","Author: Nathan Russell 112 collaborators in 3 packages: DescTools, hashmap, Rcpp","Author: Nick Sabbe 108 collaborators in 2 packages: DescTools, pim","Author: Werner A Stahel 107 collaborators in 2 packages: DescTools, spate","Author: Mark Stevenson 132 collaborators in 3 packages: DescTools, epiR, pubh","Author: Matthias Templ 132 collaborators in 8 packages: DescTools, emdi, laeken, robCompositions sdcMicro, sparkTable, VIM, VIMGUI","Author: Yves Tille 105 collaborators in 1 packages: DescTools","Author: Adrian Trapletti 107 collaborators in 2 packages: DescTools, tseries","Author: John Verzani 112 collaborators in 11 packages: DescTools, Devore7, gWidgets, gWidgets2 gWidgets2RGtk2, gWidgets2tcltk, gWidgetsRGtk2, gWidgetstcltk ProgGUIinR, traitr, UsingR","Author: Stefan Wellek 107 collaborators in 3 packages: DescTools, EQUIVNONINF, MIDN","Author: Rand R Wilcox 105 collaborators in 1 packages: DescTools","Author: Peter Wolf 128 collaborators in 2 packages: DescTools, Rcmdr","Author: Daniel Wollschlaeger 110 collaborators in 4 packages: DescTools, DVHmetrics, epitools, shotGroups","Author: Ying Wu 105 collaborators in 1 packages: DescTools","Author: Thomas Yee 107 collaborators in 3 packages: DescTools, VGAMdata, VGAMextra","Author: Detlef Steuer 73 collaborators in 5 packages: desire, fortunes, loglognorm, mco truncnorm","Author: Angus Johnson 19 collaborators in 3 packages: dggridR, PBSmapping, polyclip","Author: Andy Bunn 74 collaborators in 2 packages: dplR, fortunes","Author: Sarah Goslee 65 collaborators in 4 packages: ecodist, fortunes, landsat, VFS","Author: Fang Zhou 28 collaborators in 2 packages: eechidna, rattle","Author: Erich Neuwirth 24 collaborators in 5 packages: ENmisc, Rcmdr, RcmdrPlugin.mosaic, RColorBrewer Redmonder","Author: Simon Wood 25 collaborators in 7 packages: esaddle, gamair, gamm4, mgcv rstanarm, rstpm2, synlik","Author: Abdollah Jalilian 203 collaborators in 2 packages: ETAS, spatstat","Author: Johan Larsson 18 collaborators in 6 packages: eulerr, komadown, polylabelr, pubh qualpalr, tactile","Author: J L Marchini 2 collaborators in 1 packages: fastICA","Author: C Heaton 2 collaborators in 1 packages: fastICA","Author: Vincent J Carey 14 collaborators in 2 packages: foreign, gee","Author: Ben Pfaff 29 collaborators in 2 packages: foreign, RandomFields","Author: R community 62 collaborators in 1 packages: fortunes","Author: Peter Dalgaard 70 collaborators in 3 packages: fortunes, ISwR, pwr","Author: Kjetil Brinchmann Halvorsen 62 collaborators in 1 packages: fortunes","Author: Ray Brownrigg 71 collaborators in 4 packages: fortunes, mapdata, mapproj, maps","Author: David L Reiner 62 collaborators in 1 packages: fortunes","Author: Berton Gunter 62 collaborators in 1 packages: fortunes","Author: Roger Koenker 84 collaborators in 6 packages: fortunes, glmx, quantreg, REBayes shipunov, SparseM","Author: Charles Berry 62 collaborators in 2 packages: fortunes, sonicLength","Author: Peter Dunn 66 collaborators in 2 packages: fortunes, statmod","Author: Roland Rau 80 collaborators in 7 packages: fortunes, LogrankA, Miney, npst ROMIplot, RVideoPoker, shipunov","Author: Mark Leeds 62 collaborators in 1 packages: fortunes","Author: Emmanuel Charpentier 74 collaborators in 3 packages: fortunes, LaplacesDemon, patchSynctex","Author: Chris Evans 62 collaborators in 1 packages: fortunes","Author: Paolo Sonego 63 collaborators in 3 packages: fortunes, Rcolombos, RXKCD","Author: Peter Ehlers 62 collaborators in 1 packages: fortunes","Author: Liviu Andronic 121 collaborators in 6 packages: fortunes, plm, Rcmdr, RcmdrPlugin.Export RcmdrPlugin.sos, xtable","Author: Brian Diggs 155 collaborators in 2 packages: fortunes, knitr","Author: Richard M Heiberger 72 collaborators in 6 packages: fortunes, HH, microplot, multcomp RcmdrPlugin.HH, twoway","Author: Patrick Burns 62 collaborators in 1 packages: fortunes","Author: R Michael Weylandt 62 collaborators in 1 packages: fortunes","Author: Jon Olav Skoien 71 collaborators in 4 packages: fortunes, intamap, psgp, rtop","Author: Francois Morneau 62 collaborators in 1 packages: fortunes","Author: Antony Unwin 62 collaborators in 3 packages: fortunes, GDAdata, OutliersO3","Author: Bryan Hanson 74 collaborators in 3 packages: fortunes, hyperSpec, LindenmayeR","Author: Eduard Szoecs 90 collaborators in 3 packages: fortunes, taxize, vegan","Author: Gregor Passolt 66 collaborators in 2 packages: fortunes, vitality","Author: John C Nash 80 collaborators in 12 packages: fortunes, lbfgsb3, lbfgsb3c, minqa nlmrt, nlsr, optextras, optimr optimx, Rcgmin, Rtnmin, Rvmmin","Author: Whit Armstrong 13 collaborators in 4 packages: fts, pbdZMQ, Rblpapi, rzmq","Author: Tyson S Barrett 5 collaborators in 2 packages: furniture, MarginalMediation","Author: Jing Hua Zhao 10 collaborators in 3 packages: gap, gap.datasets, GGIR","Author: Jose Magana 20 collaborators in 2 packages: ggraptR, rattle","Author: Ege Rubak 212 collaborators in 6 packages: globe, RcmdrPlugin.plotByGroup, s2, spatstat spatstat.data, spatstat.utils","Author: Douglas M Bates 39 collaborators in 4 packages: gnm, MASS, permute, SASxport","Author: Philippe Grosjean 58 collaborators in 20 packages: gWidgets, pastecs, prettyR, Rcmdr SciViews, sfsmisc, svDialogs, svDialogstcltk svGUI, svHttp, svIDE, svKomodo svMisc, svSocket, svSweave, svTools svUnit, svWidgets, tcltk2, zooimage","Author: Spencer Aiello 41 collaborators in 3 packages: h2o, JuniperKernel, pbdZMQ","Author: Andrea Peters 4 collaborators in 1 packages: ipred","Author: Beth Atkinson 8 collaborators in 3 packages: ipred, itree, rpart","Author: Alex Goldstein Terry Therneau 2 collaborators in 1 packages: itree","Author: George Ostrouchov 48 collaborators in 10 packages: kazaam, pbdBASE, pbdDEMO, pbdDMAT pbdMPI, pbdNCDF4, pbdPROF, pbdSLAP pbdZMQ, pmclust","Author: Dominic Schuhmacher 211 collaborators in 3 packages: logconcens, spatstat, transport","Author: Milan Bouchet-Valat 33 collaborators in 10 packages: logmult, R.temis, R2HTML, Rcmdr RcmdrPlugin.temis, SnowballC, tm.plugin.alceste, tm.plugin.europresse tm.plugin.factiva, tm.plugin.lexisnexis","Author: Bjoern Schwalb 6 collaborators in 1 packages: LSD","Author: Achim Tresch 6 collaborators in 1 packages: LSD","Author: Phillipp Torkler 6 collaborators in 1 packages: LSD","Author: Sebastian Duemcke 6 collaborators in 1 packages: LSD","Author: Carina Demel 6 collaborators in 1 packages: LSD","Author: Hao Yu 11 collaborators in 4 packages: ltsa, mleur, pbdMPI, Rmpi","Author: Denis White 24 collaborators in 4 packages: maptree, rattle, spsurvey, tripack","Author: Mateusz Zoltak 14 collaborators in 2 packages: mirt, RODBCext","Author: Simon Jackman 13 collaborators in 2 packages: mpath, pscl","Author: Gil Chu 11 collaborators in 2 packages: mpath, pamr","Author: Pragneshkumar Patel 34 collaborators in 7 packages: pbdBASE, pbdDEMO, pbdDMAT, pbdMPI pbdNCDF4, pbdPROF, pbdSLAP","Author: Philipp A 9 collaborators in 1 packages: pbdZMQ","Author: Elliott Sales de Andrade 14 collaborators in 2 packages: pbdZMQ, polyclip","Author: Graham Williams 27 collaborators in 4 packages: pmml, rattle, rattle.data, wskm","Author: G Jay Kerns 25 collaborators in 3 packages: prob, Rcmdr, RcmdrPlugin.IPSUR","Author: Jim Ramsey 1 collaborators in 1 packages: pspline","Author: Stephen Portnoy 6 collaborators in 1 packages: quantreg","Author: Pin Tian Ng 6 collaborators in 1 packages: quantreg","Author: Philip Grosjean 6 collaborators in 1 packages: quantreg","Author: useful 6 collaborators in 1 packages: quantreg","Author: Alexander Malinowski 17 collaborators in 1 packages: RandomFields","Author: Marco Oesting 17 collaborators in 1 packages: RandomFields","Author: Daphne Boecker 17 collaborators in 1 packages: RandomFields","Author: Kirstin Strokorb 17 collaborators in 1 packages: RandomFields","Author: Sebastian Engelke 17 collaborators in 1 packages: RandomFields","Author: Johannes Martini 17 collaborators in 1 packages: RandomFields","Author: Felix Ballani 19 collaborators in 3 packages: RandomFields, simLife, unfoldr","Author: Olga Moreva 17 collaborators in 1 packages: RandomFields","Author: Jonas Auel 17 collaborators in 1 packages: RandomFields","Author: Peter Menck 17 collaborators in 1 packages: RandomFields","Author: Sebastian Gross 17 collaborators in 1 packages: RandomFields","Author: Ulrike Ober 32 collaborators in 3 packages: RandomFields, synbreed, synbreedData","Author: Paulo Ribeiro 17 collaborators in 1 packages: RandomFields","Author: Richard Singleton 19 collaborators in 2 packages: RandomFields, SpatialExtremes","Author: Martin Kroll 3 collaborators in 1 packages: RandomFieldsUtils","Author: Mark Vere Culp 14 collaborators in 1 packages: rattle","Author: Ed Cox 14 collaborators in 1 packages: rattle","Author: Anthony Nolan 14 collaborators in 1 packages: rattle","Author: Daniele Medri 14 collaborators in 1 packages: rattle","Author: Akbar Waljee 14 collaborators in 1 packages: rattle","Author: Surendra Tipparaju 14 collaborators in 1 packages: rattle","Author: Durga Prasad Chappidi 14 collaborators in 1 packages: rattle","Author: Dinesh Manyam Venkata 14 collaborators in 1 packages: rattle","Author: Mrinal Chakraborty 14 collaborators in 1 packages: rattle","Author: Cameron Chisholm 14 collaborators in 1 packages: rattle","Author: Michael Ash 23 collaborators in 1 packages: Rcmdr","Author: Theophilius Boye 23 collaborators in 1 packages: Rcmdr","Author: Stefano Calza 23 collaborators in 1 packages: Rcmdr","Author: Andy Chang 23 collaborators in 1 packages: Rcmdr","Author: Kosar Karimi Pour 23 collaborators in 1 packages: Rcmdr","Author: Samir Messad 23 collaborators in 1 packages: Rcmdr","Author: Robert Muenchen 25 collaborators in 2 packages: Rcmdr, RcmdrMisc","Author: Miroslav Ristic 23 collaborators in 1 packages: Rcmdr","Author: Michael Lapsley 5 collaborators in 2 packages: RODBC, RODBCext","Author: Juergen Altfeld 5 collaborators in 2 packages: RODBCext, tryCatchLog","Author: Imad Ali 14 collaborators in 1 packages: rstanarm","Author: Sam Brilleman 15 collaborators in 2 packages: rstanarm, simsurv","Author: Jacqueline Buros Novik 14 collaborators in 1 packages: rstanarm","Author: AstraZeneca 14 collaborators in 1 packages: rstanarm","Author: Paul-Christian Burkner 14 collaborators in 1 packages: rstanarm","Author: Tuomas Rajala 202 collaborators in 4 packages: SGCS, spatgraphs, spatialsegregation, spatstat","Author: Adrian Bowman 2 collaborators in 1 packages: sm","Author: Kasper Klitgaard Berthelsen 202 collaborators in 1 packages: spatstat","Author: Ottmar Cronie 202 collaborators in 1 packages: spatstat","Author: Tilman Davies 202 collaborators in 1 packages: spatstat","Author: Yongtao Guan 204 collaborators in 2 packages: spatstat, SPPcomb","Author: Ute Hahn 202 collaborators in 1 packages: spatstat","Author: Marie-Colette van Lieshout 202 collaborators in 1 packages: spatstat","Author: Greg McSwiggan 202 collaborators in 1 packages: spatstat","Author: Suman Rakshit 202 collaborators in 1 packages: spatstat","Author: Rasmus Waagepetersen 202 collaborators in 1 packages: spatstat","Author: Hangsheng Wang 202 collaborators in 1 packages: spatstat","Author: M Adepeju 202 collaborators in 1 packages: spatstat","Author: C Anderson 202 collaborators in 1 packages: spatstat","Author: Q W Ang 202 collaborators in 1 packages: spatstat","Author: R Arellano 202 collaborators in 1 packages: spatstat","Author: J Astrom 202 collaborators in 1 packages: spatstat","Author: M Austenfeld 202 collaborators in 1 packages: spatstat","Author: S Azaele 202 collaborators in 1 packages: spatstat","Author: M Baddeley 202 collaborators in 1 packages: spatstat","Author: C Beale 202 collaborators in 1 packages: spatstat","Author: M Bell 202 collaborators in 1 packages: spatstat","Author: R Bernhardt 202 collaborators in 1 packages: spatstat","Author: T Bendtsen 202 collaborators in 1 packages: spatstat","Author: A Bevan 202 collaborators in 1 packages: spatstat","Author: B Biggerstaff 202 collaborators in 1 packages: spatstat","Author: A Bilgrau 202 collaborators in 1 packages: spatstat","Author: L Bischof 202 collaborators in 1 packages: spatstat","Author: C Biscio 202 collaborators in 1 packages: spatstat","Author: R Bivand 202 collaborators in 1 packages: spatstat","Author: J M Blanco Moreno 202 collaborators in 1 packages: spatstat","Author: F Bonneu 202 collaborators in 1 packages: spatstat","Author: J Burgos 202 collaborators in 1 packages: spatstat","Author: S Byers 202 collaborators in 1 packages: spatstat","Author: Y M Chang 202 collaborators in 1 packages: spatstat","Author: J B Chen 202 collaborators in 1 packages: spatstat","Author: I Chernayavsky 202 collaborators in 1 packages: spatstat","Author: Y C Chin 202 collaborators in 1 packages: spatstat","Author: B Christensen 202 collaborators in 1 packages: spatstat","Author: L Cobo Sanchez 202 collaborators in 1 packages: spatstat","Author: J -F Coeurjolly 202 collaborators in 1 packages: spatstat","Author: K Colyvas 202 collaborators in 1 packages: spatstat","Author: H Commenges 202 collaborators in 1 packages: spatstat","Author: R Constantine 202 collaborators in 1 packages: spatstat","Author: R Corria Ainslie 202 collaborators in 1 packages: spatstat","Author: R Cotton 202 collaborators in 1 packages: spatstat","Author: M de la Cruz 202 collaborators in 1 packages: spatstat","Author: P Dalgaard 202 collaborators in 1 packages: spatstat","Author: M DAntuono 202 collaborators in 1 packages: spatstat","Author: S Das 202 collaborators in 1 packages: spatstat","Author: P J Diggle 202 collaborators in 1 packages: spatstat","Author: P Donnelly 202 collaborators in 1 packages: spatstat","Author: I Dryden 202 collaborators in 1 packages: spatstat","Author: S Eglen 202 collaborators in 1 packages: spatstat","Author: A El-Gabbas 202 collaborators in 1 packages: spatstat","Author: B Fandohan 202 collaborators in 1 packages: spatstat","Author: O Flores 202 collaborators in 1 packages: spatstat","Author: E D Ford 202 collaborators in 1 packages: spatstat","Author: P Forbes 202 collaborators in 1 packages: spatstat","Author: S Frank 202 collaborators in 1 packages: spatstat","Author: J Franklin 202 collaborators in 1 packages: spatstat","Author: N Funwi-Gabga 202 collaborators in 1 packages: spatstat","Author: O Garcia 202 collaborators in 1 packages: spatstat","Author: A Gault 202 collaborators in 1 packages: spatstat","Author: J Geldmann 202 collaborators in 1 packages: spatstat","Author: M Genton 202 collaborators in 1 packages: spatstat","Author: S Ghalandarayeshi 202 collaborators in 1 packages: spatstat","Author: J Gilbey 202 collaborators in 1 packages: spatstat","Author: J Goldstick 202 collaborators in 1 packages: spatstat","Author: P Grabarnik 202 collaborators in 1 packages: spatstat","Author: C Graf 202 collaborators in 1 packages: spatstat","Author: U Hahn 202 collaborators in 1 packages: spatstat","Author: A Hardegen 202 collaborators in 1 packages: spatstat","Author: M B Hansen 202 collaborators in 1 packages: spatstat","Author: M Hazelton 202 collaborators in 1 packages: spatstat","Author: J Heikkinen 202 collaborators in 1 packages: spatstat","Author: M Hering 202 collaborators in 1 packages: spatstat","Author: M Herrmann 202 collaborators in 1 packages: spatstat","Author: M Hesselbarth 202 collaborators in 1 packages: spatstat","Author: P Hewson 202 collaborators in 1 packages: spatstat","Author: H Heydarian 202 collaborators in 1 packages: spatstat","Author: K Hingee 202 collaborators in 1 packages: spatstat","Author: K Hornik 202 collaborators in 1 packages: spatstat","Author: P Hunziker 202 collaborators in 1 packages: spatstat","Author: J Hywood 202 collaborators in 1 packages: spatstat","Author: R Ihaka 202 collaborators in 1 packages: spatstat","Author: C Icos 202 collaborators in 1 packages: spatstat","Author: A Jammalamadaka 202 collaborators in 1 packages: spatstat","Author: R John-Chandran 202 collaborators in 1 packages: spatstat","Author: D Johnson 202 collaborators in 1 packages: spatstat","Author: M Khanmohammadi 202 collaborators in 1 packages: spatstat","Author: R Klaver 202 collaborators in 1 packages: spatstat","Author: P Kovesi 202 collaborators in 1 packages: spatstat","Author: L Kozmian-Ledward 202 collaborators in 1 packages: spatstat","Author: M Kuhn 202 collaborators in 1 packages: spatstat","Author: J Laake 202 collaborators in 1 packages: spatstat","Author: R A Lamb 202 collaborators in 1 packages: spatstat","Author: F Lavancier 202 collaborators in 1 packages: spatstat","Author: T Lawrence 202 collaborators in 1 packages: spatstat","Author: T Lazauskas 202 collaborators in 1 packages: spatstat","Author: J Lee 202 collaborators in 1 packages: spatstat","Author: G P Leser 202 collaborators in 1 packages: spatstat","Author: A Li 202 collaborators in 1 packages: spatstat","Author: H T Li 202 collaborators in 1 packages: spatstat","Author: G Limitsios 202 collaborators in 1 packages: spatstat","Author: A Lister 202 collaborators in 1 packages: spatstat","Author: B Madin 202 collaborators in 1 packages: spatstat","Author: M Maechler 202 collaborators in 1 packages: spatstat","Author: J Marcus 202 collaborators in 1 packages: spatstat","Author: K Marchikanti 202 collaborators in 1 packages: spatstat","Author: R Mark 202 collaborators in 1 packages: spatstat","Author: J Mateu 202 collaborators in 1 packages: spatstat","Author: P McCullagh 202 collaborators in 1 packages: spatstat","Author: U Mehlig 202 collaborators in 1 packages: spatstat","Author: F Mestre 202 collaborators in 1 packages: spatstat","Author: S Meyer 202 collaborators in 1 packages: spatstat","Author: X C Mi 202 collaborators in 1 packages: spatstat","Author: L De Middeleer 202 collaborators in 1 packages: spatstat","Author: R K Milne 202 collaborators in 1 packages: spatstat","Author: E Miranda 202 collaborators in 1 packages: spatstat","Author: J Moller 202 collaborators in 1 packages: spatstat","Author: I Moncada 202 collaborators in 1 packages: spatstat","Author: M Moradi 202 collaborators in 1 packages: spatstat","Author: V Morera Pujol 202 collaborators in 1 packages: spatstat","Author: E Mudrak 202 collaborators in 1 packages: spatstat","Author: G M Nair 202 collaborators in 1 packages: spatstat","Author: N Najari 202 collaborators in 1 packages: spatstat","Author: N Nava 202 collaborators in 1 packages: spatstat","Author: L S Nielsen 202 collaborators in 1 packages: spatstat","Author: F Nunes 202 collaborators in 1 packages: spatstat","Author: J R Nyengaard 202 collaborators in 1 packages: spatstat","Author: J Oehlschlaegel 202 collaborators in 1 packages: spatstat","Author: T Onkelinx 202 collaborators in 1 packages: spatstat","Author: S ORiordan 202 collaborators in 1 packages: spatstat","Author: E Parilov 202 collaborators in 1 packages: spatstat","Author: J Picka 202 collaborators in 1 packages: spatstat","Author: N Picard 202 collaborators in 1 packages: spatstat","Author: T Pollington 202 collaborators in 1 packages: spatstat","Author: M Porter 202 collaborators in 1 packages: spatstat","Author: S Protsiv 202 collaborators in 1 packages: spatstat","Author: A Raftery 202 collaborators in 1 packages: spatstat","Author: S Rakshit 202 collaborators in 1 packages: spatstat","Author: B Ramage 202 collaborators in 1 packages: spatstat","Author: P Ramon 202 collaborators in 1 packages: spatstat","Author: X Raynaud 202 collaborators in 1 packages: spatstat","Author: N Read 202 collaborators in 1 packages: spatstat","Author: M Reiter 202 collaborators in 1 packages: spatstat","Author: I Renner 202 collaborators in 1 packages: spatstat","Author: T O Richardson 202 collaborators in 1 packages: spatstat","Author: E Rosenbaum 202 collaborators in 1 packages: spatstat","Author: B Rowlingson 202 collaborators in 1 packages: spatstat","Author: J Rudokas 202 collaborators in 1 packages: spatstat","Author: J Rudge 202 collaborators in 1 packages: spatstat","Author: C Ryan 202 collaborators in 1 packages: spatstat","Author: F Safavimanesh 202 collaborators in 1 packages: spatstat","Author: A Sarkka 202 collaborators in 1 packages: spatstat","Author: C Schank 202 collaborators in 1 packages: spatstat","Author: K Schladitz 202 collaborators in 1 packages: spatstat","Author: S Schutte 202 collaborators in 1 packages: spatstat","Author: B T Scott 202 collaborators in 1 packages: spatstat","Author: O Semboli 202 collaborators in 1 packages: spatstat","Author: F Semecurbe 202 collaborators in 1 packages: spatstat","Author: V Shcherbakov 202 collaborators in 1 packages: spatstat","Author: G C Shen 202 collaborators in 1 packages: spatstat","Author: P Shi 202 collaborators in 1 packages: spatstat","Author: H -J Ship 202 collaborators in 1 packages: spatstat","Author: T L Silva 202 collaborators in 1 packages: spatstat","Author: I -M Sintorn 202 collaborators in 1 packages: spatstat","Author: Y Song 202 collaborators in 1 packages: spatstat","Author: M Spiess 202 collaborators in 1 packages: spatstat","Author: M Stevenson 202 collaborators in 1 packages: spatstat","Author: K Stucki 202 collaborators in 1 packages: spatstat","Author: J Sulavik 202 collaborators in 1 packages: spatstat","Author: M Sumner 202 collaborators in 1 packages: spatstat","Author: P Surovy 202 collaborators in 1 packages: spatstat","Author: B Taylor 202 collaborators in 1 packages: spatstat","Author: T Thorarinsdottir 202 collaborators in 1 packages: spatstat","Author: L Torres 202 collaborators in 1 packages: spatstat","Author: B Turlach 202 collaborators in 1 packages: spatstat","Author: T Tvedebrink 202 collaborators in 1 packages: spatstat","Author: K Ummer 202 collaborators in 1 packages: spatstat","Author: M Uppala 202 collaborators in 1 packages: spatstat","Author: A van Burgel 202 collaborators in 1 packages: spatstat","Author: T Verbeke 202 collaborators in 1 packages: spatstat","Author: M Vihtakari 202 collaborators in 1 packages: spatstat","Author: A Villers 202 collaborators in 1 packages: spatstat","Author: F Vinatier 202 collaborators in 1 packages: spatstat","Author: S Voss 202 collaborators in 1 packages: spatstat","Author: S Wagner 202 collaborators in 1 packages: spatstat","Author: H Wang 202 collaborators in 1 packages: spatstat","Author: H Wendrock 202 collaborators in 1 packages: spatstat","Author: J Wild 202 collaborators in 1 packages: spatstat","Author: C Witthoft 202 collaborators in 1 packages: spatstat","Author: S Wong 202 collaborators in 1 packages: spatstat","Author: M Woringer 202 collaborators in 1 packages: spatstat","Author: L Yates 202 collaborators in 1 packages: spatstat","Author: M E Zamboni 202 collaborators in 1 packages: spatstat","Author: A Zeileis 202 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---

# Network summaries

---

## Summaries

Access to a range of network summaries

`n_packages`, `n_imports`, `n_suggests`, `n_imported_by`, `n_linked_by`, etc

`n_collaborators`

`betweenness`, `closeness`, `page_rank`, `degree`, `eigen_centrality`

```r
aut_summaries <- summary(aut_net)
optional_pkg_net <- subset(pkg_net, recommended = FALSE, base = FALSE)
optional_pkg_summaries <- summary(optional_pkg_net)
```

---

```r
aut_summaries %>% 
  plot(according_to = "n_packages")
```

![](cranly_useR2019_kosmidis_files/figure-html/unnamed-chunk-28-1.png)
]

```r
optional_pkg_summaries %>% 
  plot(according_to = "n_imported_by")
```

![](cranly_useR2019_kosmidis_files/figure-html/unnamed-chunk-29-1.png)
]

---

# Dependence trees

---

### Package dependence tree

Computes what else needs to be installed with the package

Constructed using a neat recursion (see `?compute_dependence_tree`)

### Package dependence index

aka "baggage" index

`$$-\frac{\sum_{i \in C_p; i \ne p} \frac{1}{N_i} g_i}{\sum_{i \in C_p; i \ne p} \frac{1}{N_i}}$$`

- `$C_p$` is the dependence tree for the package(s) `$p$`
- `$N_i$` is the total number of packages that depend, link or import package `$i$`
- `$g_i$` is the generation that package `$i$` appears in the dependence tree of package(s) `$p$`

---

```r
tibble_tree <- build_dependence_tree(pkg_net, "tibble")
plot(tibble_tree, title = FALSE, legend = TRUE)
```

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---

## Current work

Modelling of dependence trees

Topic analysis                
e.g. `description_of` and `title_of`

shiny interface

Licence compatibility checks
]

```r
as.igraph(pkg_net)
## IGRAPH 417bacc DN-- 15017 94429 -- 
## + attr: name (v/c), version (v/c), author (v/x), date
## | (v/n), url (v/c), license (v/c), maintainer (v/x),
## | type (e/c)
## + edges from 417bacc (vertex names):
##  [1] httr    ->abbyyR      XML     ->abbyyR     
##  [3] curl    ->abbyyR      readr   ->abbyyR     
##  [5] plyr    ->abbyyR      progress->abbyyR     
##  [7] graphics->ABC.RAP     stats   ->ABC.RAP    
##  [9] utils   ->ABC.RAP     plotrix ->ABCanalysis
## [11] Rcpp    ->ABCoptim    graphics->ABCoptim   
## + ... omitted several edges
```
]

![](figures/Floss-license-slide-image.png)
.tiny-text[
by [David A. Wheeler (2007)](https://dwheeler.com/essays/floss-license-slide.html)
]
]

---

## <svg style="height:0.8em;top:.04em;position:relative;" viewBox="0 0 512 512"><path d="M512 144v288c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V144c0-26.5 21.5-48 48-48h88l12.3-32.9c7-18.7 24.9-31.1 44.9-31.1h125.5c20 0 37.9 12.4 44.9 31.1L376 96h88c26.5 0 48 21.5 48 48zM376 288c0-66.2-53.8-120-120-120s-120 53.8-120 120 53.8 120 120 120 120-53.8 120-120zm-32 0c0 48.5-39.5 88-88 88s-88-39.5-88-88 39.5-88 88-88 88 39.5 88 88z"/></svg>

`cranly: Package Directives and Collaboration Networks in CRAN`

[![Travis-CI Build
Status](https://travis-ci.org/ikosmidis/cranly.svg?branch=master)](https://travis-ci.org/ikosmidis/cranly)
[![CRAN\_Status\_Badge](https://www.r-pkg.org/badges/version/cranly)](https://cran.r-project.org/package=cranly)
[![Licence](https://img.shields.io/badge/licence-GPL--3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.en.html)

```r
install.packages("cranly")
```
]
]
.pull-right[
Install development version from GitHub:
.small[

```r
# install.packages("devtools")
devtools::install_github("ikosmidis/cranly", 
 ref = "develop")
```
]
]